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Mikayel Samvelyan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mikayel Samvelyan
16
papers ·
1142
citations ·
10
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
2018 · 475 citations
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
2020 · 429 citations
MAVEN: Multi-Agent Variational Exploration
2019 · 76 citations
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
2022 · 26 citations
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
2021 · 11 citations
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning
2021 · 6 citations
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
2024 · 4 citations
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning
2023 · 3 citations
Reinforcement Learning in Factored Action Spaces using Tensor Decompositions
2021 · 2 citations
GriddlyJS: A Web IDE for Reinforcement Learning
2022 · 2 citations
Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning
2022 · 2 citations
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
2023 · 2 citations
Top co-authors
Shimon Whiteson
· 6
Anuj Mahajan
· 4
Jakob Foerster
· 4
Minqi Jiang
· 4
Tim Rockt\"aschel
· 4
Jack Parker-Holder
· 3
Tabish Rashid
· 3
Akbir Khan
· 2
Animesh Garg
· 2
Benjamin Ellis
· 2
Christian Schroeder de Witt
· 2
Edward Grefenstette
· 2
Topics
Multi-Agent
Game AI
Exploration
Value-Based
Meta-RL
Model-Based RL
Policy Gradient
Offline RL