MARL_Implementation

Implementation study of MARL book(https://www.marl-book.com/)

Environment

Robot Warehouse (https://github.com/semitable/robotic-warehouse)

Installation

docker pull kevinjeon119/marl-book:v1

Get Started

For testing environment,

python test/test_env.py

For ur algo, register your algo in algos/__init__.py and args in main.py

python main.py --trainer-name YOUR_ALGOS

Implementation List

• CDQN
• IDQN
• IA2C
• CA2C
• COMA
• VDN
• QMIX
• QTRAN-base
• Deep Joint Action Learning
• Encoder-decoder Action Learning
• DQN + Experience Sharing
• PSRO