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
Andrew Silva — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Andrew Silva
8
papers ·
38
citations ·
11
h-index
Idaho State University · Toyota Motor Corporation (Switzerland) · University of Waterloo · Toyota Research Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning
2019 · 15 citations
Learning Interpretable, High-Performing Policies for Autonomous Driving
2022 · 13 citations
Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning
2019 · 8 citations
Natural Language Specification of Reinforcement Learning Policies through Differentiable Decision Trees
2021
Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees
2022
Top co-authors
Matthew Gombolay
· 5
Chace Ritchie
· 1
Esmaeil Seraj
· 1
Ivan Dario Jimenez Rodriguez
· 1
Nakul Gopalan
· 1
Pradyumna Tambwekar
· 1
Rohan Paleja
· 1
Sugju Choi
· 1
Sung-Hyun Son
· 1
Taylor Killian
· 1
Yaru Niu
· 1
Topics
Policy Gradient
Model-Based RL
Safe RL
Game AI
Meta-RL
RLHF & Alignment
Multi-Agent