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James Bergstra — most-cited papers & profile · Reinforcement Learning
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James Bergstra
5
papers ·
52
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Benchmarking Reinforcement Learning Algorithms on Real-World Robots
2018 · 46 citations
Autoregressive Policies for Continuous Control Deep Reinforcement Learning
2019 · 1 citations
Revisiting Sparse Rewards for Goal-Reaching Reinforcement Learning
2024 · 1 citations
Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce Demonstrations
2024
Top co-authors
A. Rupam Mahmood
· 3
Gautham Vasan
· 3
Dmytro Korenkevych
· 2
Anson Leung
· 1
Bryan Chan
· 1
Fahim Shahriar
· 1
Martin Jägersand
· 1
William Ma
· 1
Yan Wang
· 1
Topics
Exploration
Value-Based
Policy Gradient
Safe RL
Offline RL
Model-Based RL