影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
63.22/100
前 3.9%
全站排名 #2,533
发表论文11 篇
平均评分
年均产出3.7 篇/年
Shicheng Liu
研究方向
Explainable reinforcement learning · Inverse reinforcement learning · Language model
14
Preference-based Policy Optimization from Sparse-reward Offline Dataset
ICLR 2026Poster
三作33
Leveraging Explanation to Improve Generalization of Meta Reinforcement Learning
ICLR 2026Poster
一作12
Self-Aware Reinforcement Learning for Improving LLMs with Minimal Data
ICLR 2026Rejected
14
A Constrained Bi-level Optimization Framework for Constrained Reinforcement Learning from Human Feedback
ICLR 2026Rejected
三作6
Inverse Reinforcement Learning of Interactive Scenarios
ICLR 2026Rejected
二作22
Explainable Reinforcement Learning from Human Feedback to Improve Alignment
NeurIPS 2025Poster
一作41
UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning
ICLR 2025Poster
一作16
Learn from Interactions: General-Sum Interactive Inverse Reinforcement Learning
ICLR 2025Rejected
二作7
Improving Generalization of Meta Reinforcement Learning via Explanation
ICLR 2025Rejected
一作