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08/14/2020
Joint Policy Search for Multi-agent Collaboration with Imperfect Information
To learn good joint policies for multi-agent collaboration with imperfec...
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07/27/2020
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
The combination of deep reinforcement learning and search at both traini...
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01/27/2020
Polygames: Improved Zero Learning
Since DeepMind's AlphaZero, Zero learning quickly became the state-of-th...
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06/03/2019
Hierarchical Decision Making by Generating and Following Natural Language Instructions
We explore using latent natural language instructions as an expressive a...
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05/31/2019
Luck Matters: Understanding Training Dynamics of Deep ReLU Networks
We analyze the dynamics of training deep ReLU networks and their implica...
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02/12/2019
ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero
The AlphaGo, AlphaGo Zero, and AlphaZero series of algorithms are a rema...
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07/04/2017