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10/26/2021
Average-Reward Learning and Planning with Options
We extend the options framework for temporal abstraction in reinforcemen...
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04/17/2021
Planning with Expectation Models for Control
In model-based reinforcement learning (MBRL), Wan et al. (2019) showed c...
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06/29/2020
Learning and Planning in Average-Reward Markov Decision Processes
We introduce improved learning and planning algorithms for average-rewar...
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10/04/2019
Discounted Reinforcement Learning is Not an Optimization Problem
Discounted reinforcement learning is fundamentally incompatible with fun...
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07/20/2017
