Finding a Tradeoff between Compression and Loss in Motion Compensated Video Coding. - Thomas Guthier; Adrian Sosic; Volker Willert; Julian Eggert (SIGMAP, 2012)

sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action Recognition. - Thomas Guthier; Adrian Sosic; Volker Willert; Julian Eggert (ICANN, 2014)

Policy recognition via expectation maximization. - Adrian Sosic; Abdelhak M. Zoubir; Heinz Koeppl (ICASSP, 2016)

Inverse Reinforcement Learning in Swarm Systems. - Adrian Sosic; Wasiur R. KhudaBukhsh; Abdelhak M. Zoubir; Heinz Koeppl (AAMAS, 2017)

Guided Deep Reinforcement Learning for Swarm Systems. - Maximilian Hüttenrauch; Adrian Sosic; Gerhard Neumann (CoRR, 2017)

Learning Complex Swarm Behaviors by Exploiting Local Communication Protocols with Deep Reinforcement Learning. - Maximilian Hüttenrauch; Adrian Sosic; Gerhard Neumann (CoRR, 2017)

Inverse Reinforcement Learning via Nonparametric Subgoal Modeling. - Adrian Sosic; Abdelhak M. Zoubir; Heinz Koeppl (AAAI Spring Symposia, 2018)

Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning. - Maximilian Hüttenrauch; Adrian Sosic; Gerhard Neumann (ANTS Conference, 2018)

Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling. - Adrian Sosic; Elmar Rueckert; Jan Peters 001; Abdelhak M. Zoubir; Heinz Koeppl (J. Mach. Learn. Res., 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)

Reinforcement learning in a continuum of agents. - Adrian Sosic; Abdelhak M. Zoubir; Heinz Koeppl (Swarm Intell., 2018)

Correction to: Reinforcement learning in a continuum of agents. - Adrian Sosic; Abdelhak M. Zoubir; Heinz Koeppl (Swarm Intell., 2018)

Learning Models of Behavior From Demonstration and Through Interaction. - Adrian Sosic (2018)

Correlation Priors for Reinforcement Learning. - Bastian Alt; Adrian Sosic; Heinz Koeppl (NeurIPS, 2019)

Deep Reinforcement Learning for Swarm Systems. - Maximilian Hüttenrauch; Adrian Sosic; Gerhard Neumann (J. Mach. Learn. Res., 2019)