Swarm-Reinforcement-Learning

An unofficial program of "Swarm Reinforcement Learning Algorithm Based on Exchanging Information among Agents" with Hitoshi IIMA* and Yasuaki KUROE* https://www.jstage.jst.go.jp/article/sicetr1965/42/11/42_11_1244/_article

Getting Started

First, run a package installation.

$ pip3 install -r requirements.txt

Next, Run a Swarm-Reinforcement-Learning program.

$ python SwarmReinforcementLearning

Load existing environment

First, Run a Swarm-Reinforcement-Learning program.

$ python SwarmReinforcementLearning

Next, answer "Y" to the choices.

$ 迷路の環境を読み込みますか？Yes(Y) or No(N): Y

And finally, enter the environment name.

$ 環境名を入力: r=0

By default, environments with difficulty levels 0 and 0.3 are provided.

If you need a different environment, please generate it yourself.