Gregory Farquhar

Counterfactual Multi-Agent Policy Gradients

Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.6K citations · Full text

Artificial Intelligence, Policy Gradients, Engineering +16

Counterfactual Multi-Agent Policy Gradients

Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras et al. · arXiv (Cornell University) · 2017 · 478 citations · Full text

Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Tabish Rashid, Mikayel Samvelyan, Christian Schröder de Witt et al. · arXiv (Cornell University) · 2020 · 429 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Tabish Rashid, Mikayel Samvelyan, Christian Schroeder de Witt et al. · arXiv (Cornell University) · 2018 · 352 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning

Jakob Foerster, Nantas Nardelli, Gregory Farquhar et al. · arXiv (Cornell University) · 2017 · 333 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Machine Learning +14