Personal information

No personal information available

Activities

Employment (2)

Technische Universität Darmstadt: Darmstadt, DE

2018-10-15 to present | Postdoc (Elektro- und Informationstechnik)
Employment
Source: Self-asserted source
Adrian Šošić

Technische Universität Darmstadt: Darmstadt, DE

2013-09-15 to 2018-09-14 | PhD Student (Elektro- und Informationstechnik)
Employment
Source: Self-asserted source
Adrian Šošić

Works (15)

Correlation Priors for Reinforcement Learning

Advances in Neural Information Processing Systems
2019 | Conference paper
Source: Self-asserted source
Adrian Šošić

Deep Reinforcement Learning for Swarm Systems

Journal of Machine Learning Research
2019 | Journal article
Source: Self-asserted source
Adrian Šošić

A Bayesian Approach to Policy Recognition and State Representation Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
2018 | Journal article
Source: Self-asserted source
Adrian Šošić

Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling

Journal of Machine Learning Research
2018 | Journal article
Source: Self-asserted source
Adrian Šošić

Inverse Reinforcement Learning via Nonparametric Subgoal Modeling

AAAI Spring Symposium on Data-Efficient Reinforcement Learning
2018 | Conference paper
Source: Self-asserted source
Adrian Šošić

Learning Models of Behavior From Demonstration and Through Interaction

2018 | Dissertation or Thesis
Source: Self-asserted source
Adrian Šošić

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

International Conference on Swarm Intelligence
2018 | Conference paper
Source: Self-asserted source
Adrian Šošić

Reinforcement Learning in a Continuum of Agents

Swarm Intelligence
2018 | Journal article
Source: Self-asserted source
Adrian Šošić

Guided Deep Reinforcement Learning for Swarm Systems

AAMAS Workshop on Autonomous Robots and Multirobot Systems
2017 | Conference paper
Source: Self-asserted source
Adrian Šošić

Inverse Reinforcement Learning in Swarm Systems

International Conference on Autonomous Agents and Multiagent Systems
2017 | Conference paper
Source: Self-asserted source
Adrian Šošić

Inverse Reinforcement Learning in Swarm Systems

AAMAS Workshop on Transfer in Reinforcement Learning
2017 | Conference paper
Source: Self-asserted source
Adrian Šošić

Guided Deep Reinforcement Learning for Swarm Systems

NIPS Workshop on Learning, Inference and Control of Multi-Agent Systems
2016 | Conference paper
Source: Self-asserted source
Adrian Šošić

Policy Recognition via Expectation Maximization

IEEE International Conference on Acoustics, Speech and Signal Processing
2016 | Conference paper
Source: Self-asserted source
Adrian Šošić

sNN-LDS: Spatio-Temporal Non-Negative Sparse Coding for Human Action Recognition

International Conference on Artificial Neural Networks
2014 | Conference paper
Source: Self-asserted source
Adrian Šošić

Finding a Tradeoff Between Compression and Loss in Motion Compensated Video Coding

International Conference on Signal Processing and Multimedia Applications
2012 | Conference paper
Source: Self-asserted source
Adrian Šošić