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03/05/2023
Bounding the Optimal Value Function in Compositional Reinforcement Learning
In the field of reinforcement learning (RL), agents are often tasked wit...
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02/19/2023
Compositionality and Bounds for Optimal Value Functions in Reinforcement Learning
An agent's ability to reuse solutions to previously solved problems is c...
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12/02/2022
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning
In reinforcement learning (RL), the ability to utilize prior knowledge f...
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07/31/2020