Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Tabish Rashid, Mikayel Samvelyan, Christian Schröder de Witt, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceDeep Reinforcement Learning +12

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

Tabish Rashid, Mikayel Samvelyan, Christian Schroeder de Witt, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningGame TheoryMulti-agent Learning +14

A New Take on Detecting Insider Threats

Tabish Rashid, Ioannis Agrafiotis, Jason R. C. Nurse

Insider ThreatsInsider ThreatAnomaly DetectionEngineeringData Science +13

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

Tabish Rashid, Gregory Farquhar, Bei Peng, +1

arXiv (Cornell University)

FACMAC: Factored Multi-Agent Centralised Policy Gradients

Bei Peng, Tabish Rashid, Christian A. Schroeder de Witt, +4

arXiv (Cornell University)

Mathematical ProgrammingArtificial IntelligencePolicy GradientsEngineeringMachine Learning +13

MAVEN: Multi-Agent Variational Exploration

Anuj Mahajan, Tabish Rashid, Mikayel Samvelyan, +1

arXiv (Cornell University)

Artificial IntelligenceAgent-based SystemDecentralised ExecutionComplex Multi-agent TasksMachine Learning +13

The StarCraft Multi-Agent Challenge

Mikayel Samvelyan, Tabish Rashid, Christian Schroeder de Witt, +7

Artificial IntelligenceEngineeringMachine LearningGame TheoryAutonomous Agent System +17

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

Tabish Rashid, Gregory Farquhar, Bei Peng, +1

arXiv (Cornell University)

Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningGame Theory +19

Imitating Human Behaviour with Diffusion Models

Tim Pearce, Tabish Rashid, Anssi Kanervisto, +8

arXiv (Cornell University)

Artificial IntelligenceHuman BehaviourEngineeringMachine LearningHuman Modelling +17

Weighted QMIX: Expanding Monotonic Value Function Factorisation.

Tabish Rashid, Gregory Farquhar, Bei Peng, +1

arXiv (Cornell University)

Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningGame Theory +15