research
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02/12/2021
Robust and Efficient Planning using Adaptive Entropy Tree Search
In this paper, we present the Adaptive EntropyTree Search (ANTS) algorit...
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02/12/2021
Q-Value Weighted Regression: Reinforcement Learning with Limited Data
Sample efficiency and performance in the offline setting have emerged as...
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12/19/2019
Uncertainty-sensitive Learning and Planning with Ensembles
We propose a reinforcement learning framework for discrete environments ...
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03/01/2019
