Vcmi-gym: RL-powered combat AI for Heroes of Might and Magic 3 (github.com)

The vcmi-gym project has launched an innovative reinforcement learning (RL) environment designed for VCMI, an open-source version of the classic video game Heroes of Might & Magic III. This project includes various RL algorithms and necessary components for developing combat AI models that enhance gameplay by making enemy troops react in unpredictable and engaging ways. Once the proposed changes are accepted by the VCMI team, these AI models will be integrated into the VCMI mod ecosystem, allowing players to easily access them while still using already trained models. This development is significant for the AI/ML community as it opens new avenues for research and collaboration in game AI, particularly in improving RL techniques and neural network architectures. The vcmi-gym project encourages contributions from fellow enthusiasts, highlighting the potential for collective advancement in areas like hyperparameter tuning and reward shaping. The initiative not only enhances the gaming experience but also serves as a practical application of RL in a popular game, showcasing how AI can revolutionize traditional gaming environments.