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Xingchen Cao

3 papers · 2024–2025 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ICML (2) ICLR (1)

Top co-authors

Yang Yu (3) Tian Xu (3) Fan-Ming Luo (2) Zhilong Zhang (2) Xinghao Du (1) Yihao Sun (1) Junyin Ye (1)

Research topics

Reinforcement Learning (3) Methods (3) Machine Learning (2) Deep Learning (1) Robotics (1) Application Areas (1) Capabilities (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

offline reinforcement learning (1) imitation learning (1) model-based reinforcement learning (1) generalization (1) reward model (1) dynamics model (1) adversarial imitation learning (1) imperfect demonstration (1) reward consistency (1) transition filter (1) reweighting (1) policy (1) cumulative preference rewards (1) preference reward (1) iteration indices (1) policy pairs (1) preference relationships (1)

Papers

Improving Reward Model Generalization from Adversarial Process Enhanced Preferences ICML 2025 Limited Preference Aided Imitation Learning from Imperfect Demonstrations ICML 2024 Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning ICLR 2024