Kaiqing Zhang
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| title | conference | date |
|---|---|---|
| Independent Learning in Stochastic Games | Multi-Agent Reinforcement Learning and Bandit Learning | 2022-04-29 |
Claim: a small modification of independent Q‑learning — decentralized Q‑learning with a two-time-scale update and smooth best responses — provably converges to… | ||
| Multi-Agent Reinforcement Learning In Stochastic Games: From Alphago To Robust Control | Meet the Fellows Welcome Event | 2021-09-08 |
Shows that a simple model-based multi-agent RL plug-in estimator achieves nearly minimax sample complexity scaling with state count S, action counts a1+a2… | ||
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