PAIR Lab: PKU Alignment and Interaction Research Lab
PAIR Lab: PKU Alignment and Interaction Research Lab
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Ying Wen
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Large Sequence Models for Sequential Decision-Making: A Survey
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning
A game-theoretic approach to multi-agent trust region optimization
Offline Pre-trained Multi-agent Decision Transformer
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
Neural Auto-Curricula in Two-Player Zero-Sum Games
Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games
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