Dealing with uncertainty: balancing exploration and exploitation in deep recurrent reinforcement learning

Valentina Zangirolami, Matteo Borrotti

Incomplete knowledge of the environment leads an agent to make decisions under uncertainty. One of the major dilemmas in Reinforcement Learning (RL) where an autonomous agent has t…