Mikayel Samvelyan
11 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6)
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Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(21)
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(56)
π
Century Club
(11)
π₯
Unstoppable
(7)
π
Trend Setter
Conferences
NIPS (5)
ICML (4)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(6)
centralized training
(2)
cooperative multi-agent
(2)
environment design
(2)
value function factorization
(2)
decentralized policy
(2)
adversarial learning
(2)
curriculum learning
(1)
offline reinforcement learning
(1)
sample efficiency
(1)
procedural generation
(1)
tensor decomposition
(1)
low-rank approximation
(1)
bellman equation
(1)
model safety
(1)
adversarial attack
(1)
adversarial training
(1)
temporal abstraction
(1)
partial observability
(1)
text generation
(1)
Papers
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
ICML 2024
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
NIPS 2024
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
NIPS 2024
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning
ICLR 2023
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
NIPS 2023
Evolving Curricula with Regret-Based Environment Design
ICML 2022
GriddlyJS: A Web IDE for Reinforcement Learning
NIPS 2022
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning
ICML 2021
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
JMLR 2020
MAVEN: Multi-Agent Variational Exploration
NIPS 2019
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
ICML 2018