Optimism and Delays in Episodic Reinforcement Learning

Benjamin Howson, Ciara Pike-Burke, Sarah Filippi

There are many algorithms for regret minimisation in episodic reinforcement learning. This problem is well-understood from a theoretical perspective, providing that the sequences o…