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Number of items: 15.

Alt, B. ; Šošić, A. ; Koeppl, H. (2019)
Correlation Priors for Reinforcement Learning.
33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Kanada (09.12.-13.12.2019)
Conference or Workshop Item, Bibliographie

Hüttenrauch, M. ; Šošić, A. ; Neumann, G. (2019)
Deep Reinforcement Learning for Swarm Systems.
In: Journal of Machine Learning Research, 20 (54)
Article, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2018)
A Bayesian Approach to Policy Recognition and State Representation Learning.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 40 (6)
doi: 10.1109/TPAMI.2017.2711024
Article, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2018)
Reinforcement Learning in a Continuum of Agents.
In: Swarm Intelligence, 12 (1)
doi: 10.1007/s11721-017-0142-9
Article, Bibliographie

Šošić, A. ; Rueckert, E. ; Peters, J. ; Zoubir, A. M. ; Koeppl, H. (2018)
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling.
In: Journal of Machine Learning Research, 19 (69)
Article, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2018)
Inverse Reinforcement Learning via Nonparametric Subgoal Modeling.
Conference or Workshop Item, Bibliographie

Šošić, A. (2018)
Learning Models of Behavior From Demonstration and Through Interaction.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Hüttenrauch, M. ; Šošić, A. ; Neumann, G. (2018)
Local Communication Protocols for Learning Complex Swarm Behaviors With Deep Reinforcement Learning.
Conference or Workshop Item, Bibliographie

Hüttenrauch, M. ; Šošić, A. ; Neumann, G. (2017)
Guided Deep Reinforcement Learning for Swarm Systems.
AAMAS Workshop on Autonomous Robots and Multirobot Systems.
Conference or Workshop Item, Bibliographie

Šošić, A. ; KhudaBukhsh, W. R. ; Zoubir, A. M. ; Koeppl, H. (2017)
Inverse Reinforcement Learning in Swarm Systems.
Conference or Workshop Item, Bibliographie

Šošić, A. ; KhudaBukhsh, W. R. ; Zoubir, A. M. ; Koeppl, H. (2017)
Inverse Reinforcement Learning in Swarm Systems.
Conference or Workshop Item, Bibliographie

Hüttenrauch, M. ; Šošić, A. ; Neumann, G. (2016)
Guided Deep Reinforcement Learning for Swarm Systems.
NIPS Workshop on Learning, Inference and Control of Multi-Agent Systems.
Conference or Workshop Item, Bibliographie

Šošić, A. ; Zoubir, A. M. ; Koeppl, H. (2016)
Policy Recognition via Expectation Maximization.
IEEE International Conference on Acoustics, Speech and Signal Processing.
doi: 10.1109/ICASSP.2016.7472589
Conference or Workshop Item, Bibliographie

Guthier, T. ; Šošić, A. ; Willert, V. ; Eggert, J. (2014)
sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition.
In: Artificial Neural Networks and Machine Learning – ICANN 2014
Book Section, Bibliographie

Guthier, T. ; Šošić, A. ; Willert, V. ; Eggert, J. (2012)
Finding a Tradeoff between Compression and Loss in Motion Compensated Video Coding.
SIGMAP and WINSYS 2012 - Proceedings of the International Conference on Signal Processing and Multimedia Applications and International Conference on Wireless Information Networks and Systems, Rome, Italy, 24-27 July, 2012, SIGMAP is part of ICETE - The I.
Conference or Workshop Item, Bibliographie

This list was generated on Tue Feb 27 00:37:26 2024 CET.