Title: Reinforcement Learning: An Overview
Authors: Kevin Murphy
Published: 6th December 2024 (Friday) @ 18:53:49
Link: http://arxiv.org/abs/2412.05265v1
Abstract
This manuscript gives a big-picture, up-to-date overview of the field of (deep) reinforcement learning and sequential decision making, covering value-based RL, policy-gradient methods, model-based methods, and various other topics (including a very brief discussion of RL+LLMs).