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