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
Dawn Song — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dawn Song
83
papers ·
3179
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Delving into adversarial attacks on deep policies
2017 · 122 citations
Assessing Generalization in Deep Reinforcement Learning
2018 · 116 citations
Characterizing Attacks on Deep Reinforcement Learning
2019 · 52 citations
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning
2021 · 40 citations
Towards Synthesizing Complex Programs from Input-Output Examples
2017 · 15 citations
Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025 · 1 citations
Learning to Reason without External Rewards
2025
Making Bias Non-Predictive: Training Robust LLM Reasoning via Reinforcement Learning
2026
Scaling Agent Learning via Experience Synthesis
2025
RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs?
2025
Top co-authors
Bo Li
· 2
Xuandong Zhao
· 2
Aosong Feng
· 1
Bingsheng He
· 1
Bo Liu
· 1
Chang Liu
· 1
Changran Hu
· 1
Chaowei Xiao
· 1
Chao Zhang
· 1
Charles Packer
· 1
Chenguang Wang
· 1
Dat Huynh
· 1
Topics
Policy Gradient
Value-Based
Safe RL
Model-Based RL
cs.AI
cs.CL
cs.LG
Meta-RL
Exploration
Game AI