Reinforcing the World's Edge: A Continual Learning Problem in the Multi-Agent-World Boundary

Dane Malenfant

In a stationary decentralized Markov game, learning peers generate an episode-indexed sequence of induced MDPs for any focal agent. The joint game remains stationary while the foca…