Striking a Balance between Exploring and Exploiting

The dilemma of exploration and exploitation in reinforcement learning

The exploration-exploitation dilemma is faced by our agents while learning to play the game tic-tac-toe [Medium article]. This dilemma is a fundamental problem in reinforcement learning as well as in real life which we frequently face when choosing between…