pantheonrl.common.agents

This module defines the standard Agent classes for PantheonRL.

It defines the following Agents:

• The abstract base Agent class

• The DummyAgent for wrapping SARL algorithms (not user-facing)

• The SB3-specific OnPolicyAgent and OffPolicyAgent

• The StaticPolicyAgent for pure inference of trained policies

It also defines the RecordingAgentWrapper to record transitions that an agent experiences.

Classes

Agent	Base class for all agents in multi-agent environments
DummyAgent	Agent wrapper for standard SARL algorithms assuming a gym interface.
OffPolicyAgent	Agent representing an off-policy learning algorithm (ex: DQN/SAC).
OnPolicyAgent	Agent representing an on-policy learning algorithm (ex: A2C/PPO).
RecordingAgentWrapper	Wrapper for an agent that records observation-action pairs.
StaticPolicyAgent	Agent representing a static (not learning) policy.