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08/30/2023
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification
A well-defined reward function is crucial for successful training of an ...
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03/08/2023
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning
While reinforcement learning (RL) algorithms have been successfully appl...
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11/02/2022
Causal Counterfactuals for Improving the Robustness of Reinforcement Learning
Reinforcement learning (RL) is applied in a wide variety of fields. RL e...
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10/21/2022
Counterfactual Explanations for Reinforcement Learning
While AI algorithms have shown remarkable success in various fields, the...
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03/21/2022
ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning
Despite notable results in various fields over the recent years, deep re...
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12/17/2021