Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation

Mohit Prashant, Arvind Easwaran, Suman Das +1

An issue concerning the use of deep reinforcement learning (RL) agents is whether they can be trusted to perform reliably when deployed, as training environments may not reflect re…