Chuheng Zhang
11 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(11)
Conferences
AAAI (3)
ICML (3)
ICLR (2)
IJCAI (2)
ACL (1)
Top co-authors
Keywords
reinforcement learning
(4)
policy gradient
(2)
offline reinforcement learning
(2)
representation learning
(2)
transfer learning
(1)
bayesian inference
(1)
text classification
(1)
kl divergence
(1)
masked language model
(1)
trajectory prediction
(1)
robust reinforcement learning
(1)
continuous control
(1)
model-based reinforcement learning
(1)
batch reinforcement learning
(1)
entropy maximization
(1)
policy improvement
(1)
generalization bound
(1)
exploration strategy
(1)
reward-free learning
(1)
dynamics model
(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
Robust Situational Reinforcement Learning in Face of Context Disturbances
ICML 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
AAAI 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