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Timothy Mann — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Timothy Mann
7
papers ·
99
citations ·
17
h-index
Wayne State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Reinforcement Learning for Continuous Control with Model Misspecification
2019 · 38 citations
A Bayesian Approach to Robust Reinforcement Learning
2019 · 21 citations
Learning Robust Options
2018 · 15 citations
Adaptive Lambda Least-Squares Temporal Difference Learning
2016 · 9 citations
Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates
2019 · 6 citations
Balancing Constraints and Rewards with Meta-Gradient D4PG
2020 · 6 citations
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
2020 · 4 citations
Top co-authors
Daniel J. Mankowitz
· 5
Shie Mannor
· 3
Dan A. Calian
· 2
Hugo Penedones
· 2
Martin Riedmiller
· 2
Nir Levine
· 2
Rae Jeong
· 2
Todd Hester
· 2
Abbas Abdolmaleki
· 1
André Barreto
· 1
Carlos Riquelme
· 1
Cosmin Păduraru
· 1
Topics
Safe RL
Value-Based
Model-Based RL
Offline RL
Policy Gradient
Exploration
Meta-RL