Runlong Zhou

According to our database, Runlong Zhou authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Reflect-RL: Two-Player Online RL Fine-Tuning for LMs.

Runlong Zhou, Simon S. Du, Beibin Li

CoRR, 2024

2023

Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning.

Zhaoyi Zhou, Chuning Zhu, Runlong Zhou, Qiwen Cui, Abhishek Gupta, Simon Shaolei Du

CoRR, 2023

Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments.

Runlong Zhou, Zihan Zhang, Simon Shaolei Du

Proceedings of the International Conference on Machine Learning, 2023

Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes.

Runlong Zhou, Ruosong Wang, Simon Shaolei Du

Proceedings of the International Conference on Machine Learning, 2023

2022

Horizon-Free Reinforcement Learning for Latent Markov Decision Processes.

Runlong Zhou, Ruosong Wang, Simon S. Du

CoRR, 2022

Understanding Curriculum Learning in Policy Optimization for Solving Combinatorial Optimization Problems.

Runlong Zhou, Yuandong Tian, Yi Wu, Simon S. Du

CoRR, 2022

2021

Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret.

Jean Tarbouriech, Runlong Zhou, Simon S. Du, Matteo Pirotta, Michal Valko, Alessandro Lazaric

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021