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Wanxin Jin — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Wanxin Jin
18
papers ·
14
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
2022 · 8 citations
Robust Reward Alignment via Hypothesis Space Batch Cutting
2025
Identifying Reaction-Aware Driving Styles of Stochastic Model Predictive Controlled Vehicles by Inverse Reinforcement Learning
2023
How Can LLM Guide RL? A Value-Based Approach
2024
Language-Model-Assisted Bi-Level Programming for Reward Learning from Internet Videos
2024
Top co-authors
Zhaoran Wang
· 3
Zhixian Xie
· 2
and Martin Buss
· 1
Chao Huang
· 1
Haode Zhang
· 1
Harsh Mahesheka
· 1
Hongxia Yang
· 1
Jianbo Yuan
· 1
Marion Leibold
· 1
Ni Dang
· 1
Qi Zhu
· 1
Ruochen Jiao
· 1
Topics
Model-Based RL
RLHF & Alignment
Safe RL
Multi-Agent
Value-Based