PommerLearn enables researchers and developers to train multi-agent RL bots in the Pommerman game environment. It includes ready-to-use implementations of popular algorithms (PPO, DQN), flexible configuration files for hyperparameters, automatic logging and visualization of training metrics, model checkpointing, and evaluation scripts. Its modular architecture makes it easy to extend with new algorithms, customize environments, and integrate with standard ML libraries such as PyTorch.

Boundless AI provides a platform for businesses to create, train, deploy, and manage custom chatbots. Leveraging artificial intelligence, the platform allows users to easily customize chatbot behavior and personality, ensuring a unique and engaging user experience. The goal is to help brands embrace automation-first customer interactions for better scalability, engagement, and results.