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cs.LG2024
Minimax-Optimal Multi-Agent Robust Reinforcement Learning
Yuchen Jiao, Gen Li
Multi-agent robust reinforcement learning, also known as multi-player robust Markov games (RMGs), is a crucial framework for modeling competitive interactions under environmental u…
stat.ML2024
Instance-dependent Convergence Theory for Diffusion Models
Yuchen Jiao, Gen Li
Score-based diffusion models have demonstrated outstanding empirical performance in machine learning and artificial intelligence, particularly in generating high-quality new sample…