Adrian Sosic

ORCID

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 17

Top Venues

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Bastian Alt, Adrian Sosic, Heinz Koeppl
Correlation Priors for Reinforcement Learning. NeurIPS (2019)
Bastian Alt, Adrian Sosic, Heinz Koeppl
Correlation Priors for Reinforcement Learning. CoRR (2019)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Deep Reinforcement Learning for Swarm Systems. J. Mach. Learn. Res. 20 (2019)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Deep Reinforcement Learning for Swarm Systems. CoRR (2018)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
Inverse Reinforcement Learning via Nonparametric Subgoal Modeling. AAAI Spring Symposia (2018)
Adrian Sosic, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir, Heinz Koeppl
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling. CoRR (2018)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning. ANTS Conference (2018)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
Correction to: Reinforcement learning in a continuum of agents. Swarm Intell. 12 (4) (2018)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
Reinforcement learning in a continuum of agents. Swarm Intell. 12 (1) (2018)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
A Bayesian Approach to Policy Recognition and State Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 40 (6) (2018)
Adrian Sosic, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir, Heinz Koeppl
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling. J. Mach. Learn. Res. 19 (2018)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Learning Complex Swarm Behaviors by Exploiting Local Communication Protocols with Deep Reinforcement Learning. CoRR (2017)
Adrian Sosic, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir, Heinz Koeppl
Inverse Reinforcement Learning in Swarm Systems. AAMAS (2017)
Maximilian Hüttenrauch, Adrian Sosic, Gerhard Neumann
Guided Deep Reinforcement Learning for Swarm Systems. CoRR (2017)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
A Bayesian Approach to Policy Recognition and State Representation Learning. CoRR (2016)
Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl
Policy recognition via expectation maximization. ICASSP (2016)
Adrian Sosic, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir, Heinz Koeppl
Inverse Reinforcement Learning in Swarm Systems. CoRR (2016)
Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert
sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition. ICANN (2014)
Thomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert
Finding a Tradeoff between Compression and Loss in Motion Compensated Video Coding. SIGMAP (2012)

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Publication Activity (10 Years)

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Adrian Sosic