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Satinder Singh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Satinder Singh
48
papers ·
1105
citations ·
32
h-index
Chandigarh University · Government Medical College, Amritsar · Google DeepMind (United Kingdom) · Google (United Kingdom) · Post Graduate Institute of Medical Education and Research
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Most-cited papers
Control of Memory, Active Perception, and Action in Minecraft
2016 · 172 citations
Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning
2022 · 150 citations
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
2017 · 114 citations
Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
2019 · 93 citations
Discovering Reinforcement Learning Algorithms
2020 · 62 citations
Value Prediction Network
2017 · 42 citations
Generative Adversarial Self-Imitation Learning
2018 · 42 citations
Discovery of Useful Questions as Auxiliary Tasks
2019 · 38 citations
Behaviour Suite for Reinforcement Learning
2019 · 36 citations
Meta-Gradient Reinforcement Learning with an Objective Discovered Online
2020 · 36 citations
On Learning Intrinsic Rewards for Policy Gradient Methods
2018 · 33 citations
A Self-Tuning Actor-Critic Algorithm
2020 · 32 citations
Repeated Inverse Reinforcement Learning
2017 · 30 citations
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games
2016 · 29 citations
Many-Goals Reinforcement Learning
2018 · 29 citations
Top co-authors
Junhyuk Oh
· 13
David Silver
· 10
Hado van Hasselt
· 10
Tom Zahavy
· 8
Matteo Hessel
· 7
Vivek Veeriah
· 7
Honglak Lee
· 6
Zhongwen Xu
· 6
Zeyu Zheng
· 5
Andr\'e Barreto
· 4
David Abel
· 4
Doina Precup
· 4
Topics
Meta-RL
Value-Based
Exploration
Model-Based RL
Game AI
Policy Gradient
Safe RL
Multi-Agent
Offline RL
RLHF & Alignment