Tengyang Xie
Scholar

Tengyang Xie

Google Scholar ID: rlmROVsAAAAJ
Assistant Professor of Computer Science, University of Wisconsin-Madison
Reinforcement LearningMachine LearningArtificial Intelligence
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Citations & Impact
All-time
Citations
2,362
 
H-index
19
 
i10-index
22
 
Publications
20
 
Co-authors
58
list available
Contact
No contact links provided.
Publications
10 items
When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?
2026
Cited
0
Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States
2026
Cited
0
Understanding Behavior Cloning with Action Quantization
2026
Cited
0
POLCA: Stochastic Generative Optimization with LLM
2026
Cited
0
Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees
2025
Cited
0
Reinforce LLM Reasoning through Multi-Agent Reflection
2025
Cited
0
Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits
2025
Cited
0
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning
2025
Cited
0
Resume (English only)
Co-authors
58 total
Nan Jiang
Nan Jiang
Associate Professor of Computer Science, UIUC
Ching-An Cheng
Ching-An Cheng
Google Research
Dylan J. Foster
Dylan J. Foster
Principal Researcher, Microsoft Research
Yu Bai
Yu Bai
OpenAI
Paul Mineiro
Paul Mineiro
Microsoft
Alekh Agarwal
Alekh Agarwal
Google
Yu-Xiang Wang
Yu-Xiang Wang
Associate Professor @ UC San Diego
Yifei Ma
Yifei Ma
Applied Scientist, Amazon.Com