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02/28/2020
On Catastrophic Interference in Atari 2600 Games
Model-free deep reinforcement learning algorithms are troubled with poor...
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01/31/2019
A Geometric Perspective on Optimal Representations for Reinforcement Learning
This paper proposes a new approach to representation learning based on g...
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11/30/2018
An Introduction to Deep Reinforcement Learning
Deep reinforcement learning is the combination of reinforcement learning...
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04/15/2017
The Reactor: A Sample-Efficient Actor-Critic Architecture
In this work we present a new reinforcement learning agent, called React...
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02/16/2016
