Search Results for author: James McCarthy

Found 2 papers, 1 papers with code

Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification

1 code implementation30 Aug 2023 Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic

Our approach allows the user to provide trajectory-level feedback on agent's behavior during training, which can be integrated as a reward shaping signal in the following training iteration.

Reinforcement Learning (RL)

Boolean Decision Rules for Reinforcement Learning Policy Summarisation

no code implementations18 Jul 2022 James McCarthy, Rahul Nair, Elizabeth Daly, Radu Marinescu, Ivana Dusparic

Explainability of Reinforcement Learning (RL) policies remains a challenging research problem, particularly when considering RL in a safety context.

reinforcement-learning Reinforcement Learning (RL)

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