Ayush@Machine

Topic: reinforcement-learning

Deep Reinforcement Learning

Deep Reinforcement Learning

Preface In classical reinforcement learning, you learnt about the agent : environment interaction…

Model Free Methods

Model Free Methods

Preface Monte-Carlo Methods * Points to consider Monte-Carlo Prediction Monte-Carlo Control Off…

Model Based Methods - Dynamic Programming

Model Based Methods - Dynamic Programming

Preface Dynamic Programming Policy Iteration Steps Algorithm Policy Evaluation - Prediction…

Fundamental Equations of Reinforcement Learning

Fundamental Equations of Reinforcement Learning

RL Equations - State Value Function Expected value Questions RL Equations - Action Value Function…

Classical Reinforcement Learning

Classical Reinforcement Learning

Preface The Evolution of RL What is Reinforcement Learning Questions Agent-Environment Interaction…