Tabish Rashid

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

A New Take on Detecting Insider Threats

Tabish Rashid, Ioannis Agrafiotis, Jason R. C. Nurse · 2016 · 144 citations · Full text

Insider Threats, Insider Threat, Anomaly Detection +15

Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep\n Multi-Agent Reinforcement Learning

Tabish Rashid, Gregory Farquhar, Bei Peng et al. · arXiv (Cornell University) · 2020 · 114 citations · Full text

FACMAC: Factored Multi-Agent Centralised Policy Gradients

Bei Peng, Tabish Rashid, Christian A. Schroeder de Witt et al. · arXiv (Cornell University) · 2020 · 106 citations · Full text

Mathematical Programming, Artificial Intelligence, Policy Gradients +15