Reinforcement Learning

• Playing Blackjack with RL
• Math behind reinforcement learning
• How RL works
• Create a custom RL enviroment
• Start learning RL
• Dive into RL
• Policy gradient algorithms
• RL fundamentals
• Markov decision process
• Bellman equation and dynamic programming
• Reinforcement Learning series
• Multi-agent particle swarm
• The K-armed bandit problem
• Python packages to experiment with Reinforcement Learning
• Reinforcement Learning algorithms explained
• Training an Agent to Master a Simple Game Through Self-Play
• Training an Agent to Master Tic-Tac-Toe Through Self-Play
• Stablebaseline3: the Swiss Army Knife of Applied RL