Various reinforcement learning algorithms are implemented to find policies for the frozen lake environment.

The following reinforcement learning algorithms have been implemented here:

• Tabular model-based reinforcement learning
  • Policy Evaluation
  • Policy Improvement
  • Policy Iteration
  • Value Iteration
• Tabular model-free reinforcement learning
  • Sarsa
  • Q-learning
• Non-tabular model-free reinforcement learning
  • Linear Sarsa
  • Linear Q-learning