Reinforcement Learning with Temporal-Logic-Based Causal Diagrams

Yash Paliwal, Rajarshi Roy, Jean-Raphaël Gaglione +5

We study a class of reinforcement learning (RL) tasks where the objective of the agent is to accomplish temporally extended goals. In this setting, a common approach is to represen…