asieradzk / RL_Matrix

What it does

• Comprehensive Algorithm Library. Includes PPO, DQN with all popular modifications (up to C51 and DQN Rainbow), GAIL, and more algorithms on the way
• Revolutionary DRL Workflow. Thanks to C# source generation in the toolkit, you can focus on your domain problem rather than wrestling with complex API requirements
• Multi-Head Support. Handle continuous, discrete, and mixed action spaces simultaneously in a single agent
• RNN Integration. Enable recurrent neural networks with a simple option toggle for sequential or partial observability problems
• Pure C# Implementation. Built entirely in C# with TorchSharp backend, providing native performance and complete type safety