Marl-Neon-Grid 0.1.4.3

A collection of MARL gridworlds to study coordination and cooperation.

🦩🌴 MARL-Neon-Grid

A collection of MARL gridworlds to study coordination and cooperation that follows the Gymnasium interface.

Setup

Simply run: pip install marl-neon-grid

Example

from marl_neon_grid import FoodNAgents

n_agents = 2
gw = FoodNAgents(n_agents=n_agents, n_food=8, max_steps=128, agents_must_coordinate=False)

for t in range(100):  # simulate 100 episodes
    observations = gw.reset()
    dones = [False] * n_agents
    while not all(dones):
        gw.render()  # render with pygame
                                             # perform random actions
        observations, rewards, dones, info = gw.step([gw.action_space.sample(), 
                                                      gw.action_space.sample()])  
        # observations, rewards, dones are lists where each entry i belongs to agent i.

Environments

🚧 Under construction ...