Awesome Reinforcement Learning
๐
Papers
๐งญ
Topics
๐ฅ
Trending
๐บ๏ธ
Map
๐
Leaderboards
๐
Learn
๐ค
Ask AI
โฏ
More
๐ฅ
Authors
๐
Reading Packs
๐
Datasets
๐ ๏ธ
Tools
๐ฐ
News
๐
Blogs
โ๏ธ
Newsletter
๐ฏ
Research Radar
๐
Saved
+ Add Paper
โพ
โ
โ authors
ยท
overview
Loading authorโฆ
๐ค
Ask AI
Pieter Abbeel โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Pieter Abbeel
208
papers ยท
32082
citations ยท
125
h-index
Berkeley College ยท Baird Institute ยท University of California, Berkeley
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
2017 ยท 5797 citations
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
2018 ยท 3503 citations
Soft Actor-Critic Algorithms and Applications
2018 ยท 1967 citations
Benchmarking Deep Reinforcement Learning for Continuous Control
2016 ยท 973 citations
RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning
2016 ยท 504 citations
Decision Transformer: Reinforcement Learning via Sequence Modeling
2021 ยท 465 citations
Reinforcement Learning with Deep Energy-Based Policies
2017 ยท 434 citations
CURL: Contrastive Unsupervised Representations for Reinforcement Learning
2020 ยท 394 citations
VIME: Variational Information Maximizing Exploration
2016 ยท 378 citations
Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
2016 ยท 370 citations
Parameter Space Noise for Exploration
2017 ยท 368 citations
Hindsight Experience Replay
2017 ยท 352 citations
Cooperative Inverse Reinforcement Learning
2016 ยท 326 citations
Reinforcement Learning with Augmented Data
2020 ยท 247 citations
Benchmarking Model-Based Reinforcement Learning
2019 ยท 242 citations
Top co-authors
Sergey Levine
ยท 34
Kimin Lee
ยท 19
Younggyo Seo
ยท 11
Lerrel Pinto
ยท 9
Abhishek Gupta
ยท 8
Ignasi Clavera
ยท 8
Carmelo Sferrazza
ยท 7
Chelsea Finn
ยท 7
John Schulman
ยท 7
Yan Duan
ยท 7
Aravind Srinivas
ยท 6
Jinwoo Shin
ยท 6
Topics
Exploration
Model-Based RL
Meta-RL
Value-Based
Policy Gradient
Offline RL
Safe RL
Game AI
RLHF & Alignment
Multi-Agent