A novel agent with formal goal-reaching guarantees: an experimental study with a mobile robot

Grigory Yaremenko, Dmitrii Dobriborsci, Roman Zashchitin +3

Reinforcement Learning (RL) has been shown to be effective and convenient for a number of tasks in robotics. However, it requires the exploration of a sufficiently large number of…