Chenran Li
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
policy customization
(2)
residual q-learning
(2)
imitation learning
(2)
inverse reinforcement learning
(1)
markov decision process
(1)
online planning
(1)
continuous control
(1)
human intervention
(1)
large scale
(1)
interaction reasoning
(1)
model predictive path integral
(1)
sample-efficient
(1)
multi-modal
(1)
residual reward function
(1)
motion-llava
(1)
q&as dataset
(1)
reinforcement learning
(1)
traffic rule-induced interactions
(1)
offline reinforcement learning
(1)
maximum entropy
(1)
Papers
MEReQ: Max-Ent Residual-Q Inverse RL for Sample-Efficient Alignment from Intervention
CoRL 2025
Residual-MPPI: Online Policy Customization for Continuous Control
ICLR 2025
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
ICML 2025
Residual Q-Learning: Offline and Online Policy Customization without Value
NeurIPS 2023