Search Results for author: Philip Korsunsky

Found 2 papers, 1 papers with code

Contextual Inverse Reinforcement Learning

no code implementations25 Sep 2019 Philip Korsunsky, Stav Belogolovsky, Tom Zahavy, Chen Tessler, Shie Mannor

In this setting, the reward, which is unknown to the agent, is a function of a static parameter referred to as the context.

reinforcement-learning Reinforcement Learning (RL)

Inverse Reinforcement Learning in Contextual MDPs

2 code implementations23 May 2019 Stav Belogolovsky, Philip Korsunsky, Shie Mannor, Chen Tessler, Tom Zahavy

Most importantly, we show both theoretically and empirically that our algorithms perform zero-shot transfer (generalize to new and unseen contexts).

Autonomous Driving reinforcement-learning +1

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