Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms

Mengfan Xu, Diego Klabjan

We study the challenging exploration incentive problem in both bandit and reinforcement learning, where the rewards are scale-free and potentially unbounded, driven by real-world s…