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Mikayel Samvelyan
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Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
T Rashid*, M Samvelyan*, CS De Witt, G Farquhar, J Foerster, S Whiteson
Journal of Machine Learning Research (JMLR), 2020
27622020
The Llama 3 Herd of Models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint, 2024
18382024
The StarCraft Multi-Agent Challenge
M Samvelyan*, T Rashid*, CS de Witt, G Farquhar, N Nardelli, ...
AAMAS 2019, 2019
11792019
MAVEN: Multi-Agent Variational Exploration
A Mahajan, T Rashid, M Samvelyan, S Whiteson
NeurIPS 2019, 2019
4382019
Evolving Curricula with Regret-Based Environment Design
J Parker-Holder, M Jiang, M Dennis, M Samvelyan, J Foerster, ...
ICML 2022, 2022
1242022
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
M Samvelyan, R Kirk, V Kurin, J Parker-Holder, M Jiang, E Hambro, ...
NeurIPS 2021, 2021
962021
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
B Ellis, J Cook, S Moalla, M Samvelyan, M Sun, A Mahajan, JN Foerster, ...
NeurIPS 2023, 2022
902022
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
A Rutherford, B Ellis, M Gallici, J Cook, A Lupu, G Ingvarsson, T Willi, ...
NeurIPS 2024, 2023
42*2023
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning
A Mahajan, M Samvelyan, L Mao, V Makoviychuk, A Garg, J Kossaifi, ...
ICML 2021, 2021
422021
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
M Samvelyan, SC Raparthy, A Lupu, E Hambro, AH Markosyan, M Bhatt, ...
NeurIPS 2024, 2024
332024
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning
M Samvelyan, A Khan, MD Dennis, M Jiang, J Parker-Holder, JN Foerster, ...
ICLR 2023, 2023
302023
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
M Matthews, M Beukman, B Ellis, M Samvelyan, M Jackson, S Coward, ...
ICML 2024 (Spotlight), 2024
232024
Insights From the NeurIPS 2021 NetHack Challenge
E Hambro, S Mohanty, D Babaev, M Byeon, D Chakraborty, ...
NeurIPS 2021 Competitions and Demonstrations Track, 2022
232022
Generalization in Cooperative Multi-Agent Systems
A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ...
arXiv preprint arXiv:2202.00104, 2022
202022
Reinforcement Learning in Factored Action Spaces Using Tensor Decompositions
A Mahajan, M Samvelyan, L Mao, V Makoviychuk, A Garg, J Kossaifi, ...
2nd Workshop on Quantum Tensor Networks in Machine Learning @ NeurIPS 2021, 2021
102021
GriddlyJS: A Web IDE for Reinforcement Learning
C Bamford, M Jiang, M Samvelyan, T Rocktäschel
NeurIPS 2022, 2022
72022
Pax: Scalable opponent shaping in jax
T Willi, A Khan, N Kwan, M Samvelyan, C Lu, J Foerster
6*2023
Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning
M Matthews, M Samvelyan, J Parker-Holder, E Grefenstette, ...
CoLLAs 2022, 2022
42022
SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
M Matthews, M Samvelyan, J Parker-Holder, E Grefenstette, ...
Workshop on Agent Learning in Open-Endedness @ ICLR 2022, 2022
42022
Multi-Agent Diagnostics for Robustness via Illuminated Diversity
M Samvelyan, D Paglieri, M Jiang, J Parker-Holder, T Rocktäschel
AAMAS 2024 (Oral), 2024
22024
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