Reducing the Cost of Cycle-Time Tuning for Real-World Policy Optimization

Homayoon Farrahi, A. Rupam Mahmood

Continuous-time reinforcement learning tasks commonly use discrete steps of fixed cycle times for actions. As practitioners need to choose the action-cycle time for a given task, a…