2017

Wang, Z. ; Boularias, A. ; Muelling, K. ; Schoelkopf, B. ; Peters, J. (2017)
Anticipatory Action Selection for Human-Robot Table Tennis.
In: Artificial Intelligence, 247
Artikel, Bibliographie

2014

Muelling, K. ; Boularias, A. ; Schoelkopf, B. ; Peters, J. (2014)
Learning Strategies in Table Tennis using Inverse Reinforcement Learning.
In: Biological Cybernetics, (5)
Artikel, Bibliographie

2012

Boularias, A. ; Kroemer, O. ; Peters, J. (2012)
Algorithms for Learning Markov Field Policies.
Advances in Neural Information Processing Systems 26 (NIPS 2012).
Konferenzveröffentlichung, Bibliographie

Boularias, A. ; Kroemer, O. ; Peters, J. (2012)
Structured Apprenticeship Learning.
Proceedings of the European Conference on Machine Learning (ECML). Bristol, UK (24.09.2012-28.09.2012)
Konferenzveröffentlichung, Bibliographie

2011

Boularias, A. ; Kroemer, O. ; Peters, J. (2011)
Learning Robot Grasping from 3D Images with Markov Random Fields.
IEEE/RSJ International Conference on Intelligent Robot Systems (IROS).
Konferenzveröffentlichung, Bibliographie

Wang, Z. ; Boularias, A. ; Mülling, K. ; Peters, J. (2011)
Balancing Safety and Exploitability in Opponent Modeling.
Proceedings of the Twenty-Fourth National Conference on Artificial Intelligence (AAAI).
Konferenzveröffentlichung, Bibliographie

Wang, Z. ; Boularias, A. ; Muelling, K. ; Peters, J. (2011)
Balancing Safety and Exploitability in Opponent Modeling.
Twenty-Fifth National Conference on Artificial Intelligence (AAAI). San Francisco, California (07.08.2011-11.08.2011)
Konferenzveröffentlichung, Bibliographie

Boularias, A. ; Kroemer, O. ; Peters, J. (2011)
Learning Robot Grasping from 3-D Images with Markov Random Fields.
IEEE/RSJ International Conference on Intelligent Robot Systems (IROS).
Konferenzveröffentlichung, Bibliographie

Boularias, A. ; Kober, J. ; Peters, J. (2011)
Model-free Inverse Reinforcement Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics (AIStats).
Konferenzveröffentlichung, Bibliographie

Wang, Z. ; Boularias, A. ; Mülling, K. ; Peters, J. (2011)
Modeling Opponent Actions for Table-Tennis Playing Robot.
AAAI-11 Student Abstract and Poster Program.
Konferenzveröffentlichung, Bibliographie

Boularias, A. ; Kober, J. ; Peters, J. (2011)
Relative Entropy Inverse Reinforcement Learning.
Proceedings of Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011). Fort Lauderdale, FL, USA (11.04.2011-13.04.2011)
Konferenzveröffentlichung, Bibliographie