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06/05/2018
The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces
Dyna is an architecture for reinforcement learning agents that interleav...
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01/29/2018
Learning the Reward Function for a Misspecified Model
In model-based reinforcement learning it is typical to treat the problem...
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12/19/2016
Self-Correcting Models for Model-Based Reinforcement Learning
When an agent cannot represent a perfectly accurate model of its environ...
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01/16/2014
