Chuheng Zhang

11 papers · 2020–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+2 more ↓

🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird

💎 Century Club · Bronze 🗃️ Keyword Collector (60)

Venues

AAAI (3) ICML (3) ICLR (2) IJCAI (2) ACL (1)

Top co-authors

Li Zhao (7) Jiang Bian (6) Lei Song (4) Wei Shen (3) Jian Li (3) Kee-eung Kim (2) Longbo Huang (2) Yuanying Cai (2) Yunseon Choi (2) Xuyun Zhang (2)

Research topics

Reinforcement Learning (9) Methods (8) Artificial Intelligence (7) Machine Learning (7) Core AI (6) Learning Types · Machine Learning (4) Core Methods (3) Deep Learning (2) Applications (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Learning Paradigms (1)

Keywords

reinforcement learning (4) offline reinforcement learning (2) representation learning (2) policy gradient (2) sample efficiency (1) few-shot learning (1) multi-agent reinforcement learning (1) batch reinforcement learning (1) transfer learning (1) bayesian inference (1) text classification (1) continuous control (1) kl divergence (1) masked language model (1) robust reinforcement learning (1) trajectory prediction (1) policy optimization (1) model-based reinforcement learning (1) sequence modeling (1) deep reinforcement learning (1)

Papers

AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence ICML 2025 Policy Filtration for RLHF to Mitigate Noise in Reward Models ICML 2025 Diversification of Adaptive Policy for Effective Offline Reinforcement Learning IJCAI 2024 Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL ACL 2024 Whittle Index with Multiple Actions and State Constraint for Inventory Management ICLR 2024 RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023 Robust Situational Reinforcement Learning in Face of Context Disturbances ICML 2023 Towards Generalizable Reinforcement Learning for Trade Execution IJCAI 2023 Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021 Return-Based Contrastive Representation Learning for Reinforcement Learning ICLR 2021 Policy Search by Target Distribution Learning for Continuous Control AAAI 2020