P. Gaskell, J. Pavlasek, T. Gao, A. Narula, S. Lewis, and O. C. Jenkins, MBot: A modular ecosystem for scalable robotics education, in International Conference on Robotics and Automation (ICRA), 2024.
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J. Pavlasek, J. J. Z. Mah, R. Xu, O. C. Jenkins, and F. Ramos, Stein variational belief propagation for multi-robot coordination, Robotics and Automation Letters (RA-L), 2024.
  PDF    Video    Website  

A. Opipari, J. Pavlasek, C. Chen, S. Wang, K. Desingh, and O. C. Jenkins, DNBP: Differentiable nonparametric belief propagation, ACM / IMS Journal of Data Science, vol. 1, no. 1, 2024.
  PDF    Website  

E. A. Olson, J. Pavlasek, J. A. Berry, and O. C. Jenkins, Counter-hypothetical particle filters for single object pose tracking, in International Conference on Robotics and Automation (ICRA), 2023.
  PDF  

J. Pavlasek, J. Mah, O. C. Jenkins, and F. Ramos, Stein variational belief propagation for decentralized multi-robot control, in ICRA 2023 Workshop on Distributed Graph Algorithms for Robotics, 2023.
  PDF    Website  

A. Adu-Bredu, N. Devraj, and O. C. Jenkins, Optimal constrained task planning as mixed integer programming, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2022.
  PDF    Video    Talk    Website  

X. Chen, H. Zhang, Z. Yu, S. Lewis, and O. C. Jenkins, ProgressLabeller: Visual data stream annotation for training object-centric 3D perception, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2022.
  PDF    Website  

Y. Liu, A. Opipari, O. C. Jenkins, and R. I. Bahar, A reconfigurable hardware library for robot scene perception, in Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, Association for Computing Machinery, 2022.
  PDF  

S. Lewis, J. Pavlasek, and O. C. Jenkins, NARF22: Neural articulated radiance fields for configuration-aware rendering, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2022.
  PDF    Website  

X. Chen, H. Zhang, Z. Yu, A. Opipari, and O. C. Jenkins, ClearPose: Large-scale transparent object dataset and benchmark, in European Conference on Computer Vision (ECCV), 2022.
  PDF    Website  

H. Zhang, A. Opipari, X. Chen, J. Zhu, Z. Yu, and O. C. Jenkins, Transnet: Category-level transparent object pose estimation, in 7th International Workshop on Recovering 6D Object Pose at ECCV, 2022.
  PDF    Website  

E. Sheetz, X. Chen, Z. Zeng, K. Zheng, Q. Shi, and O. C. Jenkins, Composable causality in semantic robot programming, in International Conference on Robotics and Automation (ICRA), pp. 1380--1386, IEEE, 2022.
  PDF    Video    Talk  

T. Cohn, N. Devraj, and O. C. Jenkins, Topologically-informed atlas learning, in International Conference on Robotics and Automation (ICRA), pp. 3598--3604, 2022.
  PDF    Video    Website  

A. Opipari, J. Pavlasek, C. Chen, S. Wang, K. Desingh, and O. C. Jenkins, Differentiable nonparametric belief propagation, in IEEE ICRA 2022 Workshop on Robotic Perception and Mapping: Emerging Techniques, 2022.
  PDF    Talk    Website  

X. Chen, K. Zheng, Z. Zeng, S. Basu, J. Cooney, J. Pavlasek, and O. C. Jenkins, Manipulation-oriented object perception in clutter through affordance coordinate frames, in International Conference on Humanoid Robots (Humanoids), 2022.
  PDF  

K. Zheng, X. Chen, O. C. Jenkins, and X. E. Wang, VLMbench: A compositional benchmark for vision-and-language manipulation, in Neural Information Processing Systems (NeurIPS) on Dataset and Benchmark track, 2022.

A. Adu-Bredu, Z. Zeng, N. Pusalkar, and O. C. Jenkins, Elephants don't pack groceries: Robot task planning for low entropy belief states, Robotics and Automation Letters (RA-L), vol. 7, no. 1, pp. 25--32, 2021.
  PDF    Video  

A. Adu-Bredu, N. Devraj, P.-H. Lin, Z. Zeng, and O. C. Jenkins, Probabilistic inference in planning for partially observable long horizon problems, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2021.
  PDF    Video    Talk   Best Paper Award on Mobile Manipulation

J. Pavlasek, S. Lewis, K. Desingh, and O. C. Jenkins, Parts-based articulated object localization in clutter using belief propagation, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2020.
  PDF    Video    Talk    Website  

T. Cohn, O. C. Jenkins, K. Desingh, and Z. Zeng, TSBP: Tangent space belief propagation for manifold learning, Robotics and Automation Letters (RA-L), vol. 5, no. 4, pp. 6694--6701, 2020.
  PDF    Video    Talk    Website  

Z. Zeng, A. Röfer, and O. C. Jenkins, Semantic linking maps for active visual object search, in International Conference on Robotics and Automation (ICRA), IEEE, 2020.
  PDF    Video   Best Paper Award in Cognitive Robotics

Z. Zhou, X. Chen, and O. C. Jenkins, LIT: Light-field inference of transparency for refractive object localization, Robotics and Automation Letters (RA-L), 2020.
  PDF    Website   RA-L Best Paper Award

Z. Sui, H. Chang, N. Xu, and O. C. Jenkins, GeoFusion: Geometric consistency informed scene estimation in dense clutter, Robotics and Automation Letters (RA-L), 2020.
  PDF    Video  

Z. Zhou, T. Pan, S. Wu, H. Chang, and O. C. Jenkins, GlassLoc: Plenoptic grasp pose detection in transparent clutter, in International Conference on Intelligent Robots and Systems (IROS), pp. 4776--4783, IEEE, 2019.
  PDF    Video  

X. Chen, R. Chen, Z. Sui, Z. Ye, Y. Liu, R. I. Bahar, and O. C. Jenkins, GRIP: Generative robust inference and perception for semantic robot manipulation in adversarial environments, in International Conference on Intelligent Robots and Systems (IROS), pp. 3988--3995, IEEE, 2019.
  PDF    Video  

K. Desingh, S. Lu, A. Opipari, and O. C. Jenkins, Efficient nonparametric belief propagation for pose estimation and manipulation of articulated objects, Science Robotics, vol. 4, no. 30, 2019.
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K. Desingh, J. Pavlasek, C. Kokenoz, and O. C. Jenkins, Tracking large scale articulated models with belief propagation for task informed grasping and manipulation, in Robotics Science and Systems Workshop on Task-Informed Grasping (TIG-II): From Perception to Physical Interaction, 2019.
Best Workshop Paper Award

J. Pavlasek, K. Desingh, and O. C. Jenkins, Scene understanding using part-based object affordances, in Robotics Science and Systems Workshop: Women in Robotics, 2019.

S. Masnadi, J. J. LaViola Jr., J. Pavlasek, X. Zhu, K. Desingh, and O. C. Jenkins, A sketch-based system for human-guided constrained object manipulation, in IEEE ICRA Workshop on Robot Teammates Operating in Dynamic, Unstructured Environments (RT-DUNE), 2019.

Z. Zeng, A. Röfer, S. Lu, and O. C. Jenkins, Generalized object permanence for object retrieval through semantic linking maps, in IEEE ICRA 2019 Workshop on High Accuracy Mobile Manipulation in Challenging Environments, 2019.
Best Workshop Paper Award

K. French, S. Wu, T. Pan, Z. Zhou, and O. C. Jenkins, Learning behavior trees from demonstration, in International Conference on Robotics and Automation (ICRA), pp. 7791--7797, IEEE, 2019.

K. Desingh, S. Lu, A. Opipari, and O. C. Jenkins, Factored pose estimation of articulated objects using efficient nonparametric belief propagation, in International Conference on Robotics and Automation (ICRA), pp. 7221--7227, IEEE, 2019.
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O. C. Jenkins and S. Sabanovic, Editorial introduction: impact, sustainability, and inclusion for JHRI, ACM Transactions on Human-Robot Interaction (THRI), vol. 6, no. 1, pp. 1--3, 2018.

S. Sabanovic and O. C. Jenkins, ACM transactions on human-robot interaction: A welcome from the Editors-in-Chief, ACM Transactions on Human-Robot Interaction (THRI), vol. 7, no. 1, p. 1, 2018.

Z. Sui, Z. Ye, and O. C. Jenkins, Never mind the bounding boxes, here's the SAND filters, arXiv preprint arXiv:1808.04969, 2018.

S. R. Gouravajhala, J. Yim, K. Desingh, Y. Huang, O. C. Jenkins, and W. S. Lasecki, Eureca: Enhanced understanding of real environments via crowd assistance, in Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018.
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T. McMahon, O. C. Jenkins, and N. Amato, Affordance wayfields for task and motion planning, in International Conference on Intelligent Robots and Systems (IROS), pp. 2955--2962, IEEE, 2018.

Z. Zeng, Y. Zhou, O. C. Jenkins, and K. Desingh, Semantic mapping with simultaneous object detection and localization, in International Conference on Intelligent Robots and Systems (IROS), pp. 911--918, IEEE, 2018.
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Z. Zhou, Z. Sui, and O. C. Jenkins, Plenoptic monte carlo object localization for robot grasping under layered translucency, in International Conference on Intelligent Robots and Systems (IROS), IEEE, 2018.
  PDF    Video  

K. Desingh, A. Opipari, and O. C. Jenkins, Pull message passing for nonparametric belief propagation, arXiv preprint arXiv:1807.10487, 2018.
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K. Desingh, A. Opipari, and O. C. Jenkins, Analysis of goal-directed manipulation in clutter using scene graph belief propagation, in ICRA Workshop on Multimodal Robot Perception, 2018.

M. Maghoumi, J. J. LaVioia, K. Desingh, and O. C. Jenkins, GemSketch: Interactive image-guided geometry extraction from point clouds, in International Conference on Robotics and Automation (ICRA), pp. 2184--2191, IEEE, 2018.
  PDF    Video  

Z. Zeng, Z. Zhou, Z. Sui, and O. C. Jenkins, Semantic Robot Programming for goal-directed manipulation in cluttered scenes, in International Conference on Robotics and Automation (ICRA), pp. 7462--7469, IEEE, 2018.
  PDF    Video  

Y. Liu, A. Costantini, R. Bahar, Z. Sui, Z. Ye, S. Lu, and O. C. Jenkins, Robust object estimation using generative-discriminative inference for secure robotics applications, in International Conference on Computer-Aided Design (ICCAD), pp. 75:1--75:8, ACM, 2018.

O. C. Jenkins and S. Šabanović, Understanding the ACM THRI review process, ACM Transactions on Human-Robot Interaction (THRI), vol. 7, no. 3, p. 18, 2018.

Z. Sui, L. Xiang, O. C. Jenkins, and K. Desingh, Goal-directed robot manipulation through axiomatic scene estimation, International Journal of Robotics Research (IJRR), vol. 36, no. 1, pp. 86--104, 2017.
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J. E. Laird, K. Gluck, J. Anderson, K. D. Forbus, O. C. Jenkins, C. Lebiere, D. Salvucci, M. Scheutz, A. Thomaz, G. Trafton, et al., Interactive task learning, IEEE Intelligent Systems, vol. 32, no. 4, pp. 6--21, 2017.

Z. Sui, Z. Zhou, Z. Zeng, and O. C. Jenkins, SUM: Sequential scene understanding and manipulation, in International Conference on Intelligent Robots and Systems (IROS), pp. 3281--3288, 2017.
  PDF    Video  

Z. Zeng, Z. Zhou, Z. Sui, and O. C. Jenkins, Scene-level programming by demonstration, arXiv preprint arXiv:1704.01189, 2017.

Z. Zeng, Z. Zhou, Z. Sui, and O. C. Jenkins, Robot programming by goal scene demonstration, in Robotics Science and Systems Workshop on Human-Centered Robotics, 2017.

K. Desingh, M. Maghoumi, O. C. Jenkins, J. J. LaViola, and L. Reveret, Object manipulation in cluttered scenes informed by physics and sketching, in Robotics: Science and Systems Workshop on Geometry and Beyond - Representations, Physics, and Scene Understanding for Robotics, 2016.

Z. Sui, Z. Zhou, and O. C. Jenkins, Goal-directed manipulation of objects in contact-based clutter through probabilistic pose estimation, in IJCAI Workshop on Autonomous Mobile Service Robots, 2016.

K. Desingh, O. C. Jenkins, L. Reveret, and Z. Sui, Physically plausible scene estimation for manipulation in clutter, in International Conference on Humanoid Robots (Humanoids), pp. 1073--1080, IEEE, 2016.
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J. J. LaViola and O. C. Jenkins, Natural user interfaces for adjustable autonomy in robot control, IEEE Computer Graphics and Applications, 2015.

L. Xiang, Z. Ren, M. Ni, and O. C. Jenkins, Robust graph slam in dynamic environments, in International Conference on Intelligent Robots and Systems (IROS), pp. 2543--2549, IEEE, 2015.

R. Toris, J. Kammerl, D. Lu, O. C. Jenkins, S. Osentoski, M. Wills, and S. Chernova, Robot Web Tools: Efficient messaging for cloud robotics, in International Conference on Intelligent Robots and Systems (IROS), pp. 4530--4537, IEEE, 2015.

Z. Sui, O. C. Jenkins, and K. Desingh, Axiomatic particle filtering for goal-directed robotic manipulation, in International Conference on Intelligent Robots and Systems (IROS), pp. 4429--4436, IEEE, 2015.
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M. J. Buller, A. P. Welles, M. Stevens, J. Leger, A. Gribok, O. C. Jenkins, K. E. Friedl, and W. Rumpler, Automated guidance from physiological sensing to reduce thermal-work strain levels on a novel task, in International Conference on Wearable and Implantable Body Sensor Networks (BSN), pp. 1--6, IEEE, 2015.

Z. Sui, O. C. Jenkins, and K. Desingh, Axiomatic scene estimation for robotic manipulation, in IEEE ICRA Workshop on Robotic Hands, 2015.

J. K. Lee and O. C. Jenkins, Goal-based teleoperation for robot manipulation, in AAAI Fall Symposium on Artificial Intelligence and Human-Robot Interaction, (Washington DC, USA), 2014.

J. G. Raiti, O. C. Jenkins, and A. Lux-Fawzi, Empower: Enhanced movement and physical-augmentation through web-enabled robots, in AAAI Fall Symposium on Artificial Intelligence and Human-Robot Interaction, (Washington DC, USA), 2014.

M. Vondrak, L. Sigal, and O. C. Jenkins, Dynamical simulation priors for human motion tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 1, pp. 52--65, 2013.

M. J. Buller, W. J. Tharion, S. N. Cheuvront, S. J. Montain, R. W. Kenefick, J. Castellani, W. A. Latzka, W. S. Roberts, M. Richter, O. C. Jenkins, and R. W. Hoyt, Estimation of human core temperature from sequential heart rate observations, Physiological Measurement, vol. 34, no. 7, p. 781, 2013.
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M. J. Buller, E. Sodomka, W. J. Tharion, C. Clements, R. W. Hoyt, and O. C. Jenkins, Policies to optimize work performance and thermal safety in exercising humans, in Innovative Applications of Artificial Intelligence (IAAI), 2013.

B. Argall, S. Chernova, K. K. Hauser, and O. C. Jenkins, Workshop on algorithmic human-robot interaction, in International Conference on Human-Robot Interaction (), p. 503, 2013.

O. Jenkins and A. Peseri, Automation, not domination: How robots will take over our world. Footnote1 opinion editorial: http://footnote1.com/automation-not-domination-how-robots-will-take-over-our-world/, 2013.

J. Bandouch, O. C. Jenkins, and M. Beetz, A self-training approach for visual tracking and recognition of complex human activity patterns, International Journal of Computer Vision, vol. 99, no. 2, pp. 166--189, 2012.

B. Pitzer, S. Osentoski, G. Jay, C. Crick, and O. C. Jenkins, PR2 remote lab: an environment for remote development and experimentation, in International Conference on Robotics and Automation (ICRA), (Minneapolis, MN, USA), pp. 3200--3205, 2012.
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B. Thomas and O. C. Jenkins, Roboframenet: Verb-centric semantics for actions in robot middleware, in International Conference on Robotics and Automation (ICRA), (Minneapolis, MN, USA), pp. 4750--4755, 2012.

S. Osentoski, B. Pitzer, C. Crick, G. Jay, S. Dong, D. Grollman, H. B. Suay, and O. C. Jenkins, Remote robotic laboratories for learning from demonstration, International Journal of Social Robotics, vol. 4, pp. 1--13, 2012.

M. Vondrak, L. Sigal, J. Hodgins, and O. Jenkins, Video-based 3d motion capture through biped control, ACM Transactions on Graphics (TOG) (Proceedings of ACM SIGGRAPH), vol. 31, no. 4, 2012.

B. Alexander, K. Hsiao, O. C. Jenkins, J. Lee, B. Suay, and R. Toris, Robot Web Tools [ROS topics], IEEE Robotics and Automation Magazine, vol. 19, no. 4, pp. 20--23, 2012.
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C. Crick, S. Osentoski, G. Jay, and O. Jenkins, Human and robot perception in large-scale learning from demonstration, in International Conference on Human-Robot Interaction (), 2011.

S. Osentoski, G. Jay, C. Crick, B. Pitzer, C. DuHadway, and O. Jenkins, Robots as web services: Reproducible experimentation and application development using rosjs, in International Conference on Robotics and Automation (ICRA), 2011.

M. Marge, A. Powers, J. Brookshire, G. T. Jay, O. C. Jenkins, and C. Geyer, Comparing heads-up, hands-free operation of ground robots to teleoperation, in Robotics: Science and Systems (RSS), (Los Angeles, CA, USA), 2011.

M. Buller, J. Castellani, W. Roberts, R. Hoyt, and O. C. Jenkins, Human thermoregulatory system state estimation using non-invasive physiological sensors, in 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), (Barcelona, Spain), pp. 3290--3293, 2011.

B. Thomas and O. C. Jenkins, Verb semantics for robot dialog, in Robotics: Science and Systems Workshop on Grounding Human-Robot Dialog for Spatial Tasks, (Los Angeles, CA, USA), 2011.

G. T. Jay, P. Beeson, and O. C. Jenkins, Beat-based gesture recognition for non-secure, far-range, or obscured perception scenarios, in IJCAI 2011 Workshop on Space, Time and Ambient Intelligence, (Barcelona, Spain), 2011.

M. Anderson, O. C. Jenkins, and S. Osentoski, Recasting robotics challenges as experiments, IEEE Robotics and Automation Magazine, vol. 18, no. 2, pp. 10--11, 2011.
  PDF  

C. Crick, G. T. Jay, S. Osentoski, B. Pitzer, and O. C. Jenkins, rosbridge: Ros for non-ros users, in International Symposium on Robotics Research (ISRR), (Flagstaff, AZ, USA), 2011.

D. H. Grollman, Teaching Old Dogs New Tricks: Incremental Multimap Regression for Interactive Robot Learning from Demonstration. PhD thesis, Brown University, 2010.

J. Morimoto, O. Jenkins, and M. Toussaint, Robot learning in practice [From the Guest Editors], IEEE Robotics and Automation Magazine, vol. 17, no. 2, pp. 17--18, 2010.

M. Vondrak, L. Sigal, and O. Jenkins, Dynamics and control of multibody systems, in Motion Control, pp. 1--30, InTech, 2010.
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M. Buller, W. Tharion, R. Hoyt, and O. Jenkins, Estimation of human internal temperature from wearable physiological sensors, in Innovative Applications in Artificial Intelligence (IAAI), (Atlanta, GA), 2010.

M. Buller, A. Welles, O.Jenkins, and R. Hoyt, Extreme health sensing: the challenges, technologies, and strategies for active health sustainment of military personnel during training and combat missions, in SPIE Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense IX (Conference 7666), (Orlando, FL), 2010.
  PDF  

S. Osentoski, G. Jay, C. Crick, and O. Jenkins, Brown ROS package: Reproducibility for shared experimentation and learning from demonstration, in AAAI-10 Robot Workshop, (Atlanta, GA), 2010.

S. Osentoski, G. Jay, C. Crick, and O. Jenkins, Crowdsourcing for closed loop control, in NIPS Workshop on Computational Social Science and the Wisdom of Crowds, 2010.

J. Butterfield, S. Osentoski, G. Jay, and O. Jenkins, Learning from demonstration using a multi-valued function regressor for time-series data, in International Conference on Humanoid Robots (Humanoids), pp. 328--333, 2010.

D. H. Grollman and O. C. Jenkins, Incremental learning of subtasks from unsegmented demonstration, in International Conference on Intelligent Robots and Systems (IROS), (Taipei, Taiwan), pp. 261--266, 2010.

D. H. Grollman and O. C. Jenkins, Multimap regression for perceptual aliasing in learning finite state machine robot controllers from interactive demonstration, in Robotics: Science and Systems Workshop on Regression in Robotics, (Seattle, Washington, USA), 2009.
Winner: Best Poster

D. H. Grollman and O. C. Jenkins, Can we learn finite state machine robot controllers from interactive demonstration?, in From Motor to Interaction Learning in Robots, pp. 405--429, Springer, 2009.

Y. Kim, P. Oh, and O. Jenkins, The AAAI 2008 robotics and creativity workshop, AI Magazine, vol. 30, no. 1, pp. 103--107, 2009.
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M. Anderson, O. Jenkins, and P. Oh, The 17th annual AAAI robot exhibition and manipulation and mobility workshop, AI Magazine, vol. 30, no. 1, pp. 95--102, 2009.
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A. Steinfeld, O. Jenkins, and B. Scassellati, The Oz of Wizard: Simulating the human for interaction research, in International Conference on Human-Robot Interaction (), (San Diego, CA, USA), pp. 101--108, 2009.

M. Loper, N. Koenig, S. Chernova, O. Jenkins, and C. Jones, Mobile human-robot teaming with environmental tolerance, in International Conference on Human-Robot Interaction (), (San Diego, CA, USA), pp. 157--164, 2009.

M. McGuire and O. Jenkins, Creating Games: Mechanics, Content, and Technology. AK Peters, 2009.
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J. Butterfield, O. C. Jenkins, D. Sobel, and J. Schwertfeger, Modeling aspects of Theory of Mind with Markov Random Fields, International Journal of Social Robotics, vol. 1, no. 1, pp. 41--51, 2009.

F. Wood, D. H. Grollman, K. A. Heller, O. C. Jenkins, and M. Black, Incremental nonparametric bayesian regression, Tech. Rep. CS-08-07, Brown University Department of Computer Science, 2008.
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O. C. Jenkins, Markov Random Fields models for multi-robot teams in cyber-physical systems (4 pages), in International Conference on Intelligent Robots and Systems (IROS), Special Session on Cyber Physical Systems, (Nice, France), 2008.

D. Grollman and O. C. Jenkins, Learning multi-objective robot control policies from demonstration, in International Conference on Intelligent Robots and Systems Workshop on Robot Learning, (Nice, France), 2008.

A. Tsoli and O. C. Jenkins, Learning 2D subspaces for user-controlled robot grasping, in International Conference on Intelligent Robots and Systems Workshop on Robot Learning, (Nice, France), 2008.

D. Byers, M. Lapping-Carr, J. Kumar, T. Hinkle, D. Grollman, and O. Jenkins, Brown Robotics: Game-based learning, in HRI 2008 Video Program, (Amsterdam, Netherlands), 2008.

N. Koenig, S. Chernova, C. Jones, M. Loper, and O. Jenkins, Hands-free human-robot interaction, in HRI 2008 Video Program, (Amsterdam, Netherlands), 2008.

N. Koenig, S. Chernova, C. Jones, M. Loper, and O. Jenkins, Hands-free human-robot interaction, in AAAI 2008 Video Program, (Chicago, IL, USA), 2008.

D. Byers, M. Lapping-Carr, J. Kumar, T. Hinkle, D. Grollman, and O. Jenkins, Game-based robot learning, in AAAI Video Program (Best Student Video), (Chicago, IL, USA), 2008.

N. Koenig, S. Chernova, C. Jones, M. Loper, and O. Jenkins, Hands-free interaction for human-robot teams, in ICRA Workshop on Social interaction with intelligent indoor robots, (Pasadena, CA, USA), 2008.

J. Butterfield, K. Dantu, B. Gerkey, O. Jenkins, and G. Sukhatme, Autonomous biconnected networks of mobile robots, in Wireless Multihop Communications in Networked Robotics, (Berlin, Germany), pp. 640--646, 2008.

A. Tsoli and O. C. Jenkins, Neighborhood denoising for learning high-dimensional grasping manifolds, in International Conference on Intelligent Robots and Systems (IROS), (Nice, France), pp. 3680--3685, 2008.

M. Vondrak, L. Sigal, and O. Jenkins, Physical simulation for probabilistic motion tracking, in Computer Vision and Pattern Recognition (CVPR), (Anchorage, AK, USA), pp. 1--8, 2008.

J. Butterfield, B. Gerkey, and O. Jenkins, Multi-robot Markov Random Fields, in Autonomous Agents and Multi Agent Systems (AAMAS), (Estoril, Portugal), pp. 1211--1214, 2008.

M. Lapping-Carr, O. Jenkins, D. Grollman, J. Schwertfeger, and T. Hinkle, Wiimote interfaces for lifelong robot learning, in AAAI Symposium on Using AI to Motivate Greater Participation in Computer Science, (Palo Alto, CA, USA), 2008.

D. H. Grollman and O. C. Jenkins, Sparse incremental learning for interactive robot control policy estimation, in International Conference on Robotics and Automation (ICRA), (Pasadena, CA, USA), pp. 3315--3320, 2008.

O. C. Jenkins, Sparse control for high-DOF assistive robots, Intelligent Service Robotics, vol. 1, no. 2, pp. 123--134, 2008.

M. Nicolescu, O. Jenkins, A. Olenderski, and E. Fritzinger, Learning behavior fusion from demonstration, Interaction Studies, vol. 9, no. 2, pp. 319--352, 2008.
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O. Jenkins, P. Wrotek, and M. McGuire, Dynamic humanoid balance through inertial control, in International Conference on Humanoid Robots (Humanoids), 2007.

A. Tsoli and O. Jenkins, Cursor-controlled prosthetic grasping from 2D subspaces, in MAIA Workshop BCI Meets Robotics: Challenging Issues in Brain-Computer Interaction and Shared Control, (Leuven, Belgium), 2007.

D. H. Grollman and O. C. Jenkins, (Machine) learning robot control policies, in NIPS 2007 Workshop on Robotics challenges for Machine Learning, (Whistler, BC, Canada), 2007.

O. Jenkins, G. González, and M. Loper, Recognizing human pose and actions for interactive robots, in International Conference on Human-Robot Interaction (), ch. 6, pp. 119--138, InTech, 2007.
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E. Chang and O. C. Jenkins, Sketching articulation and pose for facial animation, in Data-Driven 3D Facial Animation (Z. Deng and U. Neumann, eds.), ch. 8, pp. 132--144, Springer, 2007.
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M. Kostandov, J. Schwertfeger, O. Jenkins, R. Jianu, M. Buller, D. Hartmann, M. Loper, A. Tsoli, M. Vondrak, and W. Zhou, Robot gaming and learning using augmented reality, in ACM SIGGRAPH Technical Posters, (San Diego, CA, USA), 2007.

D. H. Grollman and O. C. Jenkins, Learning robot soccer from demonstration: Ball grasping, in Robotics: Science and Systems - Robot Manipulation: Sensing and Adapting to the Real World, 2007.

A. Tsoli and O. Jenkins, Robot grasping for prosthetic applications, in International Symposium of Robotics Research (ISRR), 2007.

A. Tsoli and O. Jenkins, 2D subspaces for user-driven robot grasping, in Robotics: Science and Systems - Robot Manipulation: Sensing and Adapting to the Real World, 2007.

M. Nicolescu, O. Jenkins, and A. Stanhope, Fusing robot behaviors for human-level tasks, in International Conference on Development and Learning (ICDL), (London, England), pp. 76--81, 2007.

J. Schwertfeger and O. Jenkins, Multi-robot belief propagation for distributed robot allocation, in International Conference on Development and Learning (ICDL), (London, England), pp. 193--198, 2007.

D. Grollman and O. Jenkins, Learning elements of robot soccer from demonstration, in International Conference on Development and Learning (ICDL), (London, England), pp. 276--281, 2007.

O. Jenkins, G. Gonzalez, and M. Loper, Interactive human pose and action recognition using dynamical motion primitives, International Journal of Humanoid Robotics, vol. 4, no. 2, pp. 365--385, 2007.

D. Grollman and O. Jenkins, Dogged learning for robots, in International Conference on Robotics and Automation (ICRA), (Rome, Italy), pp. 2483--2488, 2007.

B. Dickinson, O. Jenkins, M. Moseley, D. Bloom, and D. Hartmann, Roomba Pac-Man: Teaching autonomous robotics through embodied gaming, in AAAI Symposium on Robot and Robot Venues: Resources for AI Education, (Palo Alto, CA, USA), pp. 35--39, 2007.

O. Jenkins, G. González, and M. Loper, Tracking human motion and actions for interactive robots, in International Conference on Human-Robot Interaction (), (Arlington, VA, USA), pp. 365--372, 2007.

E. Leland, O. Jenkins, B. Dickinson, D. Grollman, and M. Moseley, The brown university robocup 2006 four-legged league team report, tech. rep., Brown University, Department of Computer Science, 2006.
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O. Jenkins, R. Peters, and R. Bodenheimer, Uncovering success in manipulation, in Robotics: Science and Systems Workshop on Manipulation in Human Environments, (Philadelphia, PA, USA), 2006.

R. Peters, O. Jenkins, and R. Bodenheimer, Sensory-motor manifold structure induced by task outcome: Experiments with Robonaut, in International Conference on Humanoid Robots (Humanoids), (Genoa, Italy), pp. 484--489, 2006.

S.-P. Kim, J. Simeral, O. Jenkins, J. Donoghue, and M. Black, Finding directional movement representations in motor cortical neural populations using nonlinear manifold learning, in World Congress on Medical Physics and Biomedical Engineering 2006, (Seoul, Korea), 2006.
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M. Katzourin, D. Ignatoff, L. Quirk, J. J. LaViola, and O. C. Jenkins, Swordplay: Innovating game development through VR, IEEE Comput. Graph. Appl., vol. 26, no. 6, pp. 15--19, 2006.
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O. C. Jenkins, 2D subspaces for sparse control of high-DOF robots, in Intl. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), (New York, NY, USA), pp. 2722--2725, 2006.

M. Nicolescu, O. C. Jenkins, and A. Olenderski, Behavior fusion estimation for robot learning from demonstration, in IEEE Workshop on Distributed Intelligent Systems (DIS'06), (Prague, Czech Republic), pp. 31--36, 2006.

M. Nicolescu, O. Jenkins, and A. Olenderski, Learning behavior fusion estimation from demonstration, in IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN 2006), (Hatfield, United Kingdom), 2006.

P. Wrotek, O. Jenkins, and M. McGuire, World space servoing for character animation under simulation, in ACM SIGGRAPH Technical Sketches, (Boston, MA, USA), 2006.
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P. Wrotek, O. Jenkins, and M. McGuire, Dynamo: Dynamic data-driven character control with adjustable balance, in ACM SIGGRAPH Video Game Symposium, (Boston, MA, USA), 2006.
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E. Chang and O. Jenkins, Sketching articulation and pose for facial animation, in ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA 2006), (Vienna, Austria), 2006.

O. Jenkins, R. Bodenheimer, and R. Peters, Manipulation manifolds: Explorations into uncovering manifolds in sensory-motor spaces (8 pages), in International Conference on Development and Learning (ICDL), (Bloomington, IN, USA), 2006.

D. H. Grollman, O. C. Jenkins, and F. Wood, Discovering natural kinds of robot sensory experiences in unstructured environments, Journal of Field Robotics, vol. 23, no. 11-12, pp. 1077--1089, 2006.

O. Jenkins, G. González, and M. Loper, Monocular virtual trajectory estimation with dynamical primitives, in AAAI 2006 Cognitive Robotics Workshop, (Boston, MA, USA), 2006.

O. Jenkins, G. González, and M. Loper, Learning dynamical motion vocabularies for kinematic tracking and activity recognition, in CVPR 2006 Workshop on Vision for Human-Computer Interaction, (New York, NY, USA), 2006.

E. Leland, O. C. Jenkins, and K. Bradford, Robosapien localization and control, Circuit Cellar Magazine, vol. 188, 2006.
  PDF   Honorable Mention, Freescale Semiconductor Zigbee Wireless Design Challenge

O. C. Jenkins, Data-driven motion modeling from kinematic time-series, in NIPS 2005 Workshop on Activity Recognition and Discovery, (Whistler, BC, Canada), 2005.
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D. H. Grollman, O. C. Jenkins, and F. Wood, Discovering natural kinds of robot sensory experiences in unstructured environments, in NIPS 2005 Workshop on Machine Learning Based Robotics in Unstructured Environments, (Whistler, BC, Canada), 2005.

D. H. Grollman, O. C. Jenkins, and F. Wood, Extensible data-driven classification of robot sensor data, Tech. Rep. Technical Report, cs05-11, Brown Computer Science Department, 2005.
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M. M. Loper and O. C. Jenkins, Real-time silhouette intersection by maintaining the distribution of occupancy, Tech. Rep. Technical Report, cs05-12, Brown Computer Science Department, 2005.
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J. Mallios, N. Mehta, C. Street, and O. C. Jenkins, Modular dynamic response from motion databases, in SIGGRAPH 2005 Posters, 2005.

R. A. Peters and O. C. Jenkins, Uncovering manifold structures in Robonaut's sensory-data state space, in International Conference on Humanoid Robots (Humanoids), (Tsukuba, Japan), pp. 369--374, 2005.

O. C. Jenkins and C. I. Swepson, Keyframing by segmentation of kinematic motion, in ACM Symposium on Computer Animation Posters (SCA), 2005.

W. Bluethmann, R. Ambrose, M. Diftler, E. Huber, A. Fagg, M. Rosenstein, R. Platt, R. Grupen, C. Breazeal, A. Brooks, A. Lockerd, R. A. Peters, O. C. Jenkins, M. J. Matarić, and M. Bugajska, Building an autonomous humanoid tool user, in International Conference on Humanoid Robots (Humanoids), pp. 402--421, 2004.
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N. Miller, O. C. Jenkins, M. Kallmann, and M. J. Matarić, Motion capture from inertial sensing for untethered humanoid teleoperation, in International Conference on Humanoid Robots (Humanoids), pp. 547--565, 2004.

N. Miller, O. C. Jenkins, M. Kallmann, and M. J. Matarić, Motion capture from inertial sensing for untethered humanoid teleoperation, Tech. Rep. Technical Report, CRES-04-010, USC Center for Robotics and Embedded Systems, 2004.

O. C. Jenkins, M. N. Nicolescu, and M. J. Matarić, Autonomy and supervision for robot skills and tasks learned from demonstration, in AAAI-04 Workshop on Supervisory Control of Learning and Adaptive Systems, 2004.

O. C. Jenkins and M. J. Matarić, A spatio-temporal extension to Isomap nonlinear dimension reduction, Tech. Rep. Technical Report, CRES-04-003, USC Center for Robotics and Embedded Systems, 2004.

O. C. Jenkins, C.-W. Chu, and M. J. Matarić, Nonlinear spherical shells for approximate principal curve skeletonization, Tech. Rep. Technical Report, CRES-04-004, USC Center for Robotics and Embedded Systems, 2004.

E. Drumwright, O. C. Jenkins, and M. J. Matarić, Exemplar-based primitives for humanoid movement classification and control, in IEEE International Conference on Robotics and Automation (ICRA), (New Orleans, LA, USA), pp. 140--145, 2004.
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O. C. Jenkins and M. J. Matarić, A spatio-temporal extension to Isomap nonlinear dimension reduction, in The International Conference on Machine Learning (ICML), (Banff, Alberta, Canada), pp. 441--448, 2004.

O. C. Jenkins and M. J. Matarić, Performance-derived behavior vocabularies: Data-driven acqusition of skills from motion, International Journal of Humanoid Robotics, vol. 1, no. 2, pp. 237--288, 2004.

C.-W. Chu, O. C. Jenkins, and M. J. Matarić, Markerless kinematic model and motion capture from volume sequences, in IEEE Computer Vision and Pattern Recognition (CVPR), (Madison, Wisconsin, USA), pp. II: 475--482, 2003.

O. C. Jenkins, Data-driven Derivation of Skills for Autonomous Humanoid Agents. PhD thesis, The University of Southern California, 2003.

D. Erol, J. Park, E. Turkay, K. Kawamura, O. Jenkins, and M. Matarić, Motion generation for humanoid robots with automatically derived behaviors, in IEEE Systems, Man, and Cybernetics (SMC), (Washington, DC, USA), pp. 1816--1822, 2003.

O. C. Jenkins, Relative localization from pairwise distance relationships using kernel pca, Tech. Rep. CRES-03-010, Center for Robotics and Embedded Systems, University of Southern California, 2003.

O. C. Jenkins and M. J. Matarić, Automated derivation of behavior vocabularies for autonomous humanoid motion, in Autonomous Agents and Multiagent Systems (AAMAS), (Melbourne, Australia), pp. 225--232, 2003.

O. C. Jenkins and M. J. Matarić, Deriving action and behavior primitives from human motion data, in International Conference on Intelligent Robots and Systems (IROS), vol. 3, (Lausanne, Switzerland), pp. 2551--2556, 2002.

O. C. Jenkins and M. J. Matarić, Modularization of human motion into actions and behaviors, Tech. Rep. CRES-02-002, Center for Robotics and Embedded Systems, University of Southern California, 2002.

C.-W. Chu, O. C. Jenkins, and M. J. Matarić, Converting sequences of human volumes into kinematic motion, Tech. Rep. CRES-02-003, Center for Robotics and Embedded Systems, University of Southern California, 2002.

A. Fod, M. Matarić, and O. Jenkins, Automated derivation of primitives for movement classification, Autonomous Robots, vol. 12, no. 1, pp. 39--54, 2002.
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O. C. Jenkins and M. J. Matarić, Primitives and behavior-based architectures for interactive entertainment, in AAAI Spring Symposium on AI and Interactive Entertainment, (Stanford, CA, USA), 2001.

M. J. Matarić, O. C. Jenkins, A. Fod, and V. B. Zordan, Control and imitation in humanoids, in AAAI Fall Symposium on Simulating Human Agents, (North Falmouth, MA, USA), 2000.

O. C. Jenkins, M. J. Matarić, and S. Weber, Primitive-based movement classification for humanoid imitation, Tech. Rep. IRIS-00-385, Institute for Robotics and Intelligent Systems, University of Southern California, 2000.

O. C. Jenkins, M. Matarić, and S. Weber, Primitive-based movement classification for humanoid imitation, in International Conference on Humanoid Robots (Humanoids), (Cambridge, MA, USA), 2000.

A. Fod, M. Matarić, and O. Jenkins, Automated derivation of primitives for movement classification, in International Conference on Humanoid Robots (Humanoids), (Cambridge, MA, USA), 2000.

S. Weber, M. Matarić, and O. Jenkins, Imitation using perceptuo-motor primitives, in Autonomous Agents, (Barcelona, Spain), pp. 136--137, 2000.