Overview

Deep Thinker is a ubiquitous, high-performance toolkit for Reinforcement Learning 🚀

• Deep Thinker will support RL environments written in any almost any language including C++, JVM (Java, Kotlin, Scala, etc.), C#, F#, Go, Python, JavaScript, TypeScript, C, PHP, Rust, Swift, Haskell. Basically, any language that supports ZeroMQ and Flatbuffers.
• Develop clustered Reinforcement learning algorithms using Vert.x clustering.

Deep Thinker is currently in early development. The API is not stable and will change frequently. For a simple example, check out https://github.com/jt70/deep_thinker/tree/main/cartpole_dqn.

Coming soon

• C# client / examples
• Performance improvements
• Implement PPO