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Joe Watson — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Joe Watson
13
papers ·
0
citations ·
6
h-index
Centre for Artificial Intelligence and Robotics
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Coherent Off-Policy Improvement of Large Behavior Models with Learned Rewards
2026
XQCfD: Accelerating Fast Actor-Critic Algorithms with Prior Data and Prior Policies
2026
Posterior Sampling Reinforcement Learning with Gaussian Processes for Continuous Control: Sublinear Regret Bounds for Unbounded State Spaces
2026
XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning
2025
Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization
2025
Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning
2020
Coherent Soft Imitation Learning
2023
Top co-authors
Jan Peters
· 6
Daniel Palenicek
· 4
Ingmar Posner
· 4
Florian Vogt
· 3
Christian Scherer
· 1
Danica Kragic
· 1
Hamish Flynn
· 1
Johannes Silberbauer
· 1
Michael Lutter
· 1
Nicolas Heess
· 1
Sandy H. Huang
· 1
Theo Gruner
· 1
Topics
cs.LG
Offline RL
stat.ML
cs.AI
Value-Based
Model-Based RL
Policy Gradient