FrozenLake

In these notebooks we solve a non-slippery version of the FrozenLake environment.

This is a very simple task, which is primarily used as a unit test for implementating new components to the coax package.

Value-Based Agents

• SARSA
• Expected SARSA
• Q-Learning
• Double Q-Learning

Policy-Based Agents

• REINFORCE
• A2C
• PPO
• DDPG
• TD3

Distributional RL

• Stochastic SARSA
• Stochastic Expected-SARSA
• Stochastic Q-Learning
• Stochastic Double Q-Learning