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Dean P. Foster — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dean P. Foster
8
papers ·
52
citations ·
48
h-index
Google Scholar ↗
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Most-cited papers
What are the Statistical Limits of Offline RL with Linear Function Approximation?
2020 · 37 citations
Deep Inventory Management
2022 · 8 citations
On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring
2023 · 1 citations
Outbound Modeling for Inventory Management
2025
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
2022
Linear Reinforcement Learning with Ball Structure Action Space
2022
Neural Coordination and Capacity Control for Inventory Management
2024
Top co-authors
Dhruv Madeka
· 4
Carson Eisenach
· 3
Sham M. Kakade
· 3
Kari Torkkola
· 2
Udaya Ghai
· 2
Alexander Rakhlin
· 1
Anna Luo
· 1
Dylan J. Foster
· 1
Nan Jiang
· 1
Noah Golowich
· 1
Philip Amortila
· 1
Randy Jia
· 1
Topics
Model-Based RL
Offline RL
Value-Based
Exploration
Policy Gradient
Multi-Agent
Game AI