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.

SimHome is an AI-driven platform that allows users to create and navigate through customizable virtual home environments. It integrates state-of-the-art technology to help users visualize their design choices and make informed decisions. By utilizing intuitive tools, users can modify layouts, experiment with different interior styles, and even simulate lighting changes, resulting in a comprehensive home-building experience.