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George Tucker โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
George Tucker
32
papers ยท
6968
citations ยท
35
h-index
Broad Institute ยท Harvard University ยท Massachusetts Institute of Technology
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Soft Actor-Critic Algorithms and Applications
2018 ยท 1963 citations
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
2020 ยท 796 citations
Conservative Q-Learning for Offline Reinforcement Learning
2020 ยท 537 citations
Model-Based Reinforcement Learning for Atari
2019 ยท 421 citations
D4RL: Datasets for Deep Data-Driven Reinforcement Learning
2020 ยท 332 citations
Behavior Regularized Offline Reinforcement Learning
2019 ยท 249 citations
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction
2019 ยท 235 citations
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
2018 ยท 97 citations
The Mirage of Action-Dependent Baselines in Reinforcement Learning
2018 ยท 45 citations
Learning to Walk via Deep Reinforcement Learning
2018 ยท 42 citations
Benchmarks for Deep Off-Policy Evaluation
2021 ยท 25 citations
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
2018 ยท 14 citations
Smoothed Action Value Functions for Learning Gaussian Policies
2018 ยท 10 citations
Offline Policy Selection under Uncertainty
2020 ยท 10 citations
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
2020 ยท 9 citations
Top co-authors
Sergey Levine
ยท 12
Ofir Nachum
ยท 9
Aviral Kumar
ยท 8
Cosmin Paduraru
ยท 4
Rishabh Agarwal
ยท 4
Tom Le Paine
ยท 3
Ziyu Wang
ยท 3
Aleksandra Faust
ยท 2
Alexander Novikov
ยท 2
Bo Dai
ยท 2
Dale Schuurmans
ยท 2
Jie Tan
ยท 2
Topics
Offline RL
Value-Based
Model-Based RL
Policy Gradient
Safe RL
Game AI
Exploration
Multi-Agent
RLHF & Alignment