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Michael Dennis

BAMDP Shaping: a Unified Theoretical Framework for Intrinsic Motivation and Reward Shaping

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Sep 09, 2024
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The Benefits of Power Regularization in Cooperative Reinforcement Learning

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Jun 17, 2024
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Open-Endedness is Essential for Artificial Superhuman Intelligence

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Jun 06, 2024
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Genie: Generative Interactive Environments

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Feb 23, 2024
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Refining Minimax Regret for Unsupervised Environment Design

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Feb 19, 2024
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minimax: Efficient Baselines for Autocurricula in JAX

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Nov 23, 2023
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Stabilizing Unsupervised Environment Design with a Learned Adversary

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Aug 22, 2023
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Who Needs to Know? Minimal Knowledge for Optimal Coordination

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Jun 15, 2023
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MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning

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Mar 06, 2023
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Grounding Aleatoric Uncertainty in Unsupervised Environment Design

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Jul 11, 2022
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