Chi Jin
Princeton University
H-index: 40
North America-United States
Top articles of Chi Jin
Optimistic natural policy gradient: a simple efficient policy optimization framework for online rl
Thirty-seventh Conference on Neural Information Processing Systems
2023/5/18
Qinghua Liu
H-Index: 34
Chi Jin
H-Index: 24
Is RLHF More Difficult than Standard RL? A Theoretical Perspective
Advances in Neural Information Processing Systems
2024/2/13
Context-lumpable stochastic bandits
Advances in Neural Information Processing Systems
2024/2/13
Learning a universal human prior for dexterous manipulation from human preference
arXiv preprint arXiv:2304.04602
2023/4/10
On the provable advantage of unsupervised pretraining
arXiv preprint arXiv:2303.01566
2023/3/2
Jiawei Ge
H-Index: 1
Chi Jin
H-Index: 24
Maximum likelihood estimation is all you need for well-specified covariate shift
arXiv preprint arXiv:2311.15961
2023/11/27
V-learning—a simple, efficient, decentralized algorithm for multiagent reinforcement learning
Mathematics of Operations Research
2023/11/17
ZeroSwap: Data-driven Optimal Market Making in DeFi
arXiv preprint arXiv:2310.09413
2023/10/13
Consistency models as a rich and efficient policy class for reinforcement learning
2023/9/29
Zihan Ding
H-Index: 6
Chi Jin
H-Index: 24
Provably Efficient Reinforcement Learning with Linear Function Approximation
Mathematics of Operations Research/Annual Conference on Learning Theory
2022
Breaking the curse of multiagency: Provably efficient decentralized multi-agent rl with function approximation
Conference on Learning Theory, 2023
2023/2/13
Is RLHF More Difficult than Standard RL?
arXiv preprint arXiv:2306.14111
2023/6/25
Optimistic mle: A generic model-based algorithm for partially observable sequential decision making
2023/6/2
The power of exploiter: Provable multi-agent rl in large state spaces
2022/6/28
Sample-efficient reinforcement learning of partially observable markov games
Advances in Neural Information Processing Systems
2022/12/6
Qinghua Liu
H-Index: 34
Chi Jin
H-Index: 24
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent
Advances in Neural Information Processing Systems
2022/12/6
Representation learning for general-sum low-rank markov games
arXiv preprint arXiv:2210.16976
2022/10/30
Provable sim-to-real transfer in continuous domain with partial observations
arXiv preprint arXiv:2210.15598
2022/10/27
Learning Rationalizable Equilibria in Multiplayer Games
arXiv preprint arXiv:2210.11402
2022/10/20
Representation learning for low-rank general-sum markov games
2022/9/29
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