Adrian Šošić

3 papers · 2018–2019 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

JMLR (2) NeurIPS (1)

Top co-authors

Heinz Koeppl (2) Jan Peters (1) Gerhard Neumann (1) Elmar Rueckert (1) Maximilian Hüttenrauch (1) Bastian Alt (1) Abdelhak M. Zoubir (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Methods (2) Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Core AI (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

imitation learning (2) bayesian learning (1) bayesian inference (1) bayesian reinforcement learning (1) inverse reinforcement learning (1) markov decision process (1) mean embedding (1) behavior prediction (1) decentralized policy (1) neural network (1) multi-agent system (1) subgoal modeling (1) swarm system (1) polya-gamma augmentation (1) pólya-gamma augmentation (1) deep reinforcement learning (1) correlation prior (1)

Papers

Correlation Priors for Reinforcement Learning NeurIPS 2019 Deep Reinforcement Learning for Swarm Systems JMLR 2019 Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling JMLR 2018