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
Sam Devlin — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sam Devlin
11
papers ·
132
citations ·
23
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck
2019 · 57 citations
The Multi-Agent Reinforcement Learning in MalmÖ (MARLÖ) Competition
2019 · 54 citations
Evaluating the Robustness of Collaborative Agents
2021 · 8 citations
You May Not Need Ratio Clipping in PPO
2022 · 7 citations
Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems
2019 · 3 citations
Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning
2021 · 1 citations
Trust Region Bounds for Decentralized PPO Under Non-stationarity
2022 · 1 citations
Aligning Agents like Large Language Models
2024
Efficient Offline Reinforcement Learning: First Imitate, then Improve
2024
Top co-authors
Katja Hofmann
· 6
Adam Jelley
· 2
Kamil Ciosek
· 2
Mingfei Sun
· 2
Shimon Whiteson
· 2
Aadirupa Saha
· 1
Amos Storkey
· 1
Amos Storkey
· 1
Anca D. Dragan
· 1
Andre Kramer
· 1
Cheng Zhang
· 1
Daniel Ionita
· 1
Topics
Multi-Agent
Game AI
Safe RL
Policy Gradient
Value-Based
Exploration
RLHF & Alignment
Model-Based RL
Meta-RL
Offline RL