Kangrui Ruan
4 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
AAAI (1)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
imitation learning
(2)
unobserved confounder
(2)
causal inference
(2)
autonomous vehicle
(1)
expert demonstration
(1)
causal imitation learning
(1)
partial identification
(1)
confounding bia
(1)
backdoor criterion
(1)
causal imitation
(1)
tool-integrated reasoning
(1)
group turn policy optimization
(1)
return-based advantage estimation
(1)
self-supervised reward shaping
(1)
adversarial learning
(1)
autonomous driving
(1)
markov decision process
(1)
Papers
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
ACL 2026
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
NIPS 2024
Causal Imitation Learning via Inverse Reinforcement Learning
ICLR 2023
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
AAAI 2022