Hongyi Guo
North Western University
H-index: 5
Asia-Bangladesh
Top articles of Hongyi Guo
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning
arXiv preprint arXiv:2404.06188
2024/4/9
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
arXiv preprint arXiv:2401.16635
2024/1/30
Can Large Language Models Play Games? A Case Study of A Self-Play Approach
arXiv preprint arXiv:2403.05632
2024/3/8
Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting
arXiv preprint arXiv:2402.10412
2024/2/16
Human-instruction-free llm self-alignment with limited samples
arXiv preprint arXiv:2401.06785
2024/1/6
Reason for future, act for now: A principled framework for autonomous llm agents with provable sample efficiency
arXiv preprint arXiv:2309.17382
2023/9/29
Behavior Contrastive Learning for Unsupervised Skill Discovery
International Conference on Machine Learning
2023/5/8
Lightweight Uncertainty for Offline Reinforcement Learning via Bayesian Posterior
2022/9/29
Provably efficient offline reinforcement learning for partially observable markov decision processes
ICML 2023
2023/6/14
Signal instructed coordination in cooperative multi-agent reinforcement learning
2022
Policy learning using weak supervision
Advances in Neural Information Processing Systems
2021/12/6
Decentralized single-timescale actor-critic on zero-sum two-player stochastic games
2021/7/1
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates
2020
Yang Liu
H-Index: 18
Hongyi Guo
H-Index: 1
Co-Authors
