Causal Reinforcement Learning

2 items

ARTICLEDEV.to AI·9d ago

Explainable Causal Reinforcement Learning for circular manufacturing supply chains for low-power autonomous deployments

The author delves into the intersection of causal inference and reinforcement learning for optimizing circular manufacturing supply chains. This approach aims to develop more robust and explainable RL agents for low-power autonomous deployments.

sustainability Explainable AI Supply Chains Causal Reinforcement Learning

RESEARCHDEV.to AI·4/12/2026

Explainable Causal Reinforcement Learning for wildfire evacuation logistics networks in carbon-negative infrastructure

This research focuses on overcoming the limitations of standard Reinforcement Learning models in optimizing wildfire evacuations. The author applies causal inference, inspired by Judea Pearl and Bernhard Schölkopf, to address inexplicable recommendations and confounding variables.

wildfire evacuation reinforcement learning Explainable AI Causal Reinforcement Learning