Reinforcement Learning under Partial Observability Guided by Learned Environment Models

no code implementations • 23 Jun 2022 • Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill

In practical applications, we can rarely assume full observability of a system's environment, despite such knowledge being important for determining a reactive control system's precise interaction with its environment.

Q-Learning reinforcement-learning +1