Dyna-style MBRL

New UPSi filter enhances safety in reinforcement learning with uncertainty quantification

Researchers have developed the Uncertainty-Aware Predictive Safety Filter (UPSi), a novel approach to enhance safety during reinforcement learning exploration. UPSi integrates probabilistic ensemble neural networks with…