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ROMA_Multi-Agent Reinforcement Learning with Emergent Roles.md

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ROMA : Multi-Agent Reinforcement Learning with Emergent Roles

Introduction

Background

Method

Identifiable Roles

Specialized Roles

Overall Optimization Objective

Related Works

Experiments

Dynamic Roles

Performance on StarCraft II

Role Embedding Representations

Emergence and Evolution of Roles

Closing Remarks