Namespace AiDotNet.ReinforcementLearning.Agents.MonteCarlo
Classes
- EveryVisitMonteCarloAgent<T>
Every-Visit Monte Carlo agent that updates all visits to states in an episode.
- FirstVisitMonteCarloAgent<T>
First-Visit Monte Carlo agent for episodic tasks.
- MonteCarloExploringStartsAgent<T>
Monte Carlo Exploring Starts agent for reinforcement learning.
- OffPolicyMonteCarloAgent<T>
Off-Policy Monte Carlo Control agent with weighted importance sampling.
- OnPolicyMonteCarloAgent<T>
On-Policy Monte Carlo Control agent with epsilon-greedy exploration.