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Matthew Riemer

Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games

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Nov 23, 2020
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A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning

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Oct 31, 2020
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Deep RL With Information Constrained Policies: Generalization in Continuous Control

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Oct 09, 2020
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A Study of Compositional Generalization in Neural Models

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Jul 08, 2020
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Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic

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Apr 28, 2020
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On the Role of Weight Sharing During Deep Option Learning

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Feb 06, 2020
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Hierarchical Average Reward Policy Gradient Algorithms

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Nov 20, 2019
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Routing Networks and the Challenges of Modular and Compositional Computation

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Apr 29, 2019
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Continual Learning with Self-Organizing Maps

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Apr 19, 2019
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Learning Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning

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Mar 07, 2019
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