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Tom Le Paine — most-cited papers & profile · Reinforcement Learning
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Tom Le Paine
16
papers ·
789
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Acme: A Research Framework for Distributed Reinforcement Learning
2020 · 73 citations
Hyperparameter Selection for Offline Reinforcement Learning
2020 · 43 citations
Benchmarks for Deep Off-Policy Evaluation
2021 · 25 citations
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
2019 · 24 citations
Reinforced Self-Training (ReST) for Language Modeling
2023 · 18 citations
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
2020 · 9 citations
Playing hard exploration games by watching YouTube
2018 · 6 citations
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
2023 · 5 citations
On Instrumental Variable Regression for Deep Offline Policy Evaluation
2021 · 3 citations
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization
2021 · 2 citations
Active Offline Policy Selection
2021
$π2\textvec$: Policy Representations with Successor Features
2023
Top co-authors
Caglar Gulcehre
· 8
Nando de Freitas
· 8
Ziyu Wang
· 7
Cosmin Paduraru
· 5
Yutian Chen
· 4
Alexander Novikov
· 3
George Tucker
· 3
Ofir Nachum
· 3
Srivatsan Srinivasan
· 3
Arnaud Doucet
· 2
Bobak Shahriari
· 2
Matt Hoffman
· 2
Topics
Offline RL
Value-Based
Model-Based RL
Exploration
Game AI
Multi-Agent
Safe RL
Policy Gradient
RLHF & Alignment