Adrian Sosic

According to our database, Adrian Sosic authored at least 15 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Deep Reinforcement Learning for Swarm Systems.

Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann

J. Mach. Learn. Res., 2019

Correlation Priors for Reinforcement Learning.

Bastian Alt, Adrian Sosic, Heinz Koeppl

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Learning Models of Behavior From Demonstration and Through Interaction.

Adrian Sosic

PhD thesis, 2018

Correction to: Reinforcement learning in a continuum of agents.

Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl

Swarm Intell., 2018

Reinforcement learning in a continuum of agents.

Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl

Swarm Intell., 2018

A Bayesian Approach to Policy Recognition and State Representation Learning.

Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling.

Adrian Sosic, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir, Heinz Koeppl

J. Mach. Learn. Res., 2018

Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning.

Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann

Proceedings of the Swarm Intelligence - 11th International Conference, 2018

Inverse Reinforcement Learning via Nonparametric Subgoal Modeling.

Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl

Proceedings of the 2018 AAAI Spring Symposia, 2018

2017

Learning Complex Swarm Behaviors by Exploiting Local Communication Protocols with Deep Reinforcement Learning.

Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann

CoRR, 2017

Guided Deep Reinforcement Learning for Swarm Systems.

Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann

CoRR, 2017

Inverse Reinforcement Learning in Swarm Systems.

Adrian Sosic, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir, Heinz Koeppl

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Policy recognition via expectation maximization.

Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition.

Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2012

Finding a Tradeoff between Compression and Loss in Motion Compensated Video Coding.

Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert

Proceedings of the SIGMAP and WINSYS 2012, 2012