LabCompass

Tengyu Xu

Computer Science · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2016
Reinforcement Learning in RoboticsAdvanced Bandit Algorithms ResearchAdaptive Dynamic Programming ControlStochastic Gradient Optimization TechniquesSparse and Compressive Sensing Techniques

Publications

53

Citations

475

Est. group size

—

Recurring co-author estimate

Active years

11

Publishing since 2016

Research summary
AI-generated

Tengyu Xu's research centers on reinforcement learning (a machine learning approach where systems learn through trial-and-error feedback), including offline reinforcement learning, multi-agent systems, and constrained decision-making. Recent work also extends into applying reinforcement learning and optimization techniques to improve reasoning and reduce errors in large language models. Note that the publication list provided appears to mix in unrelated papers from other fields (e.g., ophthalmology, sports science), which may reflect data-matching issues rather than this researcher's actual body of work.

Reinforcement learning theory and algorithmsOffline and model-based reinforcement learningMulti-agent reinforcement learningLarge language model reasoning and training optimizationConstrained decision-making and stochastic optimization

Publication output rose sharply around 2020-2021, dipped in 2022-2024, and picked up again in 2025, suggesting an uneven but recently reactivated publication pace.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 4.2/year recently
172018: 2 publications182019: 4 publications192020: 14 publications14202021: 10 publications212022: 4 publications222023: 3 publications232024: 4 publications242025: 9 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×33
  • BMC Ophthalmology×2
  • International Journal of Heat and Mass Transfer×1
  • Operations Research Letters×1
  • Neural Information Processing Systems×1
Similar researchers
By research-topic overlap
  • Zaiwei Chen

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  • Ziwei Guan

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  • Qinbo Bai

    Computer Science · Purdue University West Lafayette

  • Andrew Perrault

    Computer Science · The Ohio State University

  • Nan Jiang

    Computer Science · Purdue University West Lafayette

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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