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Lei Yuan

Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation

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Mar 12, 2024
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Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics

Feb 17, 2024
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Efficient Human-AI Coordination via Preparatory Language-based Convention

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Nov 01, 2023
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Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers

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May 10, 2023
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Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation

May 09, 2023
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Multi-agent Continual Coordination via Progressive Task Contextualization

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May 07, 2023
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Robust Multi-agent Communication via Multi-view Message Certification

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May 07, 2023
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Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning

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Feb 19, 2023
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Self-Motivated Multi-Agent Exploration

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Jan 05, 2023
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Multi-agent Dynamic Algorithm Configuration

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Oct 13, 2022
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