George Konidaris
Title
Cited by
Cited by
Year
Value function approximation in reinforcement learning using the Fourier basis
G Konidaris, S Osentoski, P Thomas
Proceedings of the Twenty-Fifth Conference on Artificial Intelligence, 380-385, 2011
2692011
Robot learning from demonstration by constructing skill trees
G Konidaris, S Kuindersma, R Grupen, A Barto
The International Journal of Robotics Research 31 (3), 360-375, 2012
2392012
Building Portable Options: Skill Transfer in Reinforcement Learning.
GD Konidaris, AG Barto
IJCAI 7, 895-900, 2007
2352007
Skill discovery in continuous reinforcement learning domains using skill chaining
G Konidaris, A Barto
Advances in Neural Information Processing Systems, 1015-1023, 2009
2132009
Autonomous shaping: Knowledge transfer in reinforcement learning
G Konidaris, A Barto
Proceedings of the 23rd international conference on Machine learning, 489-496, 2006
2132006
LQR-RRT*: Optimal sampling-based motion planning with automatically derived extension heuristics
A Perez, R Platt, G Konidaris, L Kaelbling, T Lozano-Perez
Robotics and Automation (ICRA), 2012 IEEE International Conference on, 2537-2542, 2012
1762012
Learning parameterized skills
B Da Silva, G Konidaris, A Barto
Proceedings of the Twenty Ninth International Conference on Machine Learning …, 2012
1632012
Learning and generalization of complex tasks from unstructured demonstrations
S Niekum, S Osentoski, G Konidaris, AG Barto
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
1562012
Learning grounded finite-state representations from unstructured demonstrations
S Niekum, S Osentoski, G Konidaris, S Chitta, B Marthi, AG Barto
The International Journal of Robotics Research 34 (2), 131-157, 2015
1382015
Transfer in reinforcement learning via shared features
G Konidaris, I Scheidwasser, AG Barto
The Journal of Machine Learning Research 13 (1), 1333-1371, 2012
1082012
Constructing skill trees for reinforcement learning agents from demonstration trajectories
G Konidaris, S Kuindersma, R Grupen, A Barto
Advances in neural information processing systems, 1162-1170, 2010
922010
Intrinsically motivated reinforcement learning: A promising framework for developmental robot learning
A Stout, G Konidaris, A Barto
MASSACHUSETTS UNIV AMHERST DEPT OF COMPUTER, 2005
862005
Planning for decentralized control of multiple robots under uncertainty
C Amato, G Konidaris, G Cruz, CA Maynor, JP How, LP Kaelbling
2015 IEEE International Conference on Robotics and Automation (ICRA), 1241-1248, 2015
832015
Constructing Symbolic Representations for High-Level Planning.
GD Konidaris, LP Kaelbling, T Lozano-Perez
AAAI, 1932-1938, 2014
782014
Efficient skill learning using abstraction selection
G Konidaris, A Barto
Twenty-First International Joint Conference on Artificial Intelligence, 2009
782009
From skills to symbols: Learning symbolic representations for abstract high-level planning
G Konidaris, LP Kaelbling, T Lozano-Perez
Journal of Artificial Intelligence Research 61, 215-289, 2018
742018
Policy search for multi-robot coordination under uncertainty
C Amato, G Konidaris, A Anders, G Cruz, JP How, LP Kaelbling
The International Journal of Robotics Research 35 (14), 1760-1778, 2016
702016
Planning with macro-actions in decentralized POMDPs
C Amato, GD Konidaris, LP Kaelbling
Association for Computing Machinery (ACM), 2014
582014
Autonomous skill acquisition on a mobile manipulator
G Konidaris, S Kuindersma, R Grupen, A Barto
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
582011
Reinforcement learning with parameterized actions
W Masson, P Ranchod, G Konidaris
Thirtieth AAAI Conference on Artificial Intelligence, 2016
562016
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Articles 1–20