Mini-Batch Risk-Averse Deep Q-Learning: A Robot Navigation Case Study

Aayush Patel, Andrzej Ruszczyński

We study the control of Markov decision processes in which the quality of a policy is evaluated by a dynamic, time-consistent Markov risk measure rather than by an expected discoun…