This document is a concise summary of many key results in single-agent reinforcement learning (RL). The intended audience are those who already have some familiarity with RL and are looking to review, reference and/or remind themselves of important ideas in the field.

翻译：本文件简明扼要地总结了单一试剂强化学习的许多关键成果,所针对的受众是那些已经对试剂强化学习略为熟悉并正在审查、参考和(或)提醒自己该领域重要想法的人。