Conceptsinreinforcementlearning

• Basics
  • Reinforcement Learning
  • Table of Content
  • Abstract
  • Early History
  • Mathematical Games
  • Components of RL
  • Key Concept in RL
  • Policies
  • Challenges
  • Exploration vs. Exploitation:
  • Markov Decision Processes (MDPs)
  • Early RL Algorithms
  • Types of Algorithms
  • Training Algorithms: PPO vs SAC