Parallel Multi Agent Environments

PettingZoo supports two types of environment interfaces:

• Parallel, for environments where at each timestep, each agent selects an action independently. Formally, such environments are representable as a Partially Observable Stochastic Game.

• AEC, for turn-based environments using the Agent Environment Cycle model. Parallel environments can be converted to AEC environments.