Kangrui Ruan
4 papers · 2022–2026 · 4 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
unobserved confounder
(3)
causal inference
(3)
imitation learning
(2)
reinforcement learning
(2)
behavior cloning
(1)
markov decision process
(1)
autonomous vehicle
(1)
expert demonstration
(1)
causal imitation learning
(1)
partial identification
(1)
generative adversarial imitation learning
(1)
confounding bia
(1)
back-door 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)
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
NeurIPS 2024
Causal Imitation Learning via Inverse Reinforcement Learning
ICLR 2023
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
AAAI 2022