Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Yi Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yi Ma
12
papers ·
39
citations ·
39
h-index
Shihezi University · Shandong University · China Tobacco · Advanced Energy (United States) · Chengdu University · State Key Laboratory of Digital Medical Engineering · Southeast University · Shaanxi Normal University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
2024 · 8 citations
RLIF: Interactive Imitation Learning as Reinforcement Learning
2023 · 7 citations
Understanding the Complexity Gains of Single-Task RL with a Curriculum
2022 · 1 citations
Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning
2021
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations
2022
State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning
2022
HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach
2023
Learning a Diffusion Model Policy from Rewards via Q-Score Matching
2023
Top co-authors
Yuexiang Zhai
· 4
Sergey Levine
· 3
Hongyao Tang
· 2
Jianye Hao
· 2
Yan Zheng
· 2
Zhaopeng Meng
· 2
Alane Suhr
· 1
Alejandro Escontrela
· 1
Boyan Li
· 1
Chao Wang
· 1
Chen Chen
· 1
Christina Baek
· 1
Topics
Offline RL
Policy Gradient
Model-Based RL
Exploration
Meta-RL
Value-Based
Safe RL
Multi-Agent
RLHF & Alignment