MALib: Parallel Framework for PB-MARL

Tutorials

• Introduction
  • Feature Overview
  • Citing MALib
• Quick Start
  • Installation
  • An Example: Policy Space Response Oracles
  • Support Traditional (MA)RL
• Key Concepts
  • Scenarios
  • Reinforcement Learning Algorithms
  • Rollout Management
  • Population Evaluation
• Distributed Strategies
  • Bulk Synchronous Parallel(BSP)
  • Bounded Asynchronous Parallel(BAP)
• Environments
  • Available Environments
  • Environment Customiztion
• Clustered Deployment
  • Start the Head Node
  • Start Worker Nodes
  • Dashboard

API Documentation

• malib.agent package
• malib.backend package
• malib.common package
• malib.models package
• malib.remote package
• malib.rl package
• malib.rollout package
• malib.scenarios package
• malib.utils package

Development

• Contributing to MALib
  • Code of Conduct
  • Setup Development Environment
  • Where to Get Started
  • Committing
  • Pre-Push Checklist
  • Submission of a Pull Request
  • Communication
  • Feature Requests
  • Formatting
• Changelog
• License