162 citations · 770 across the 73 of their papers we have counts for
Showing 2016 · stat.MLShow all
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stat.ML2016★ 9 cited
A Bayesian Approach to Policy Recognition and State Representation Learning
Adrian Šošić, Abdelhak M. Zoubir, Heinz Koeppl
Learning from demonstration (LfD) is the process of building behavioral models of a task from demonstrations provided by an expert. These models can be used e.g. for system control…
stat.ML2016★ 33 cited
Inverse Reinforcement Learning in Swarm Systems
Adrian Šošić, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir +1
Inverse reinforcement learning (IRL) has become a useful tool for learning behavioral models from demonstration data. However, IRL remains mostly unexplored for multi-agent systems…