Sirui Zheng

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) ❓ The Questioner

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Zhaoran Wang (4) Zhuoran Yang (3) Zhihan Liu (2) Han Zhong (2) Shenao Zhang (2) Yuanxin Liu (1) Boyi Liu (1) Shuang Qiu (1) Yutong Yin (1) Hao Hu (1)

Keywords

sample efficiency (1) model-based reinforcement learning (1) regret bound (1) sublinear regret (1) model-free reinforcement learning (1) model-based rl (1) model-free rl (1)

Papers

BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning ICML 2025

How Does Goal Relabeling Improve Sample Efficiency? ICML 2024

Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration NIPS 2023

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics ICLR 2023