Algorithms

This section contains examples of different algorithms available in scikit-agent. These examples demonstrate how to use various solution methods, optimization algorithms, and numerical techniques.

Solving a Block Directly (Non-Recurring)

Solving a Block Directly (Non-Recurring)

Training a Policy Network Against a Known Solution

Training a Policy Network Against a Known Solution

The Maliar Training Loop on a Model With No Closed-Form Solution

The Maliar Training Loop on a Model With No Closed-Form Solution

PPO via Stable-Baselines3 on the D-4 Benchmark

PPO via Stable-Baselines3 on the D-4 Benchmark