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06/16/2021
Unbiased Methods for Multi-Goal Reinforcement Learning
In multi-goal reinforcement learning (RL) settings, the reward for each ...
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01/18/2021
Learning Successor States and Goal-Dependent Values: A Mathematical Viewpoint
In reinforcement learning, temporal difference-based algorithms can be s...
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01/28/2019
Making Deep Q-learning methods robust to time discretization
Despite remarkable successes, Deep Reinforcement Learning (DRL) is not r...
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10/02/2018
Learning with Random Learning Rates
Hyperparameter tuning is a bothersome step in the training of deep learn...
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02/20/2018