CybMASDE enables researchers and developers to build, configure, and execute multi-agent simulations with deep reinforcement learning. Users can author custom scenarios, define agent roles and reward functions, and plug in standard or custom RL algorithms. The framework includes environment servers, networked agent interfaces, data collectors, and rendering utilities. It supports parallel training, real-time monitoring, and model checkpointing. CybMASDE’s modular architecture allows seamless integration of new agents, observation spaces, and training strategies, accelerating experimentation in cooperative control, swarm behavior, resource allocation, and other multi-agent use cases.

Prankify is a fun and entertaining platform that specializes in AI-driven prank calls. It utilizes advanced voice synthesis technology to replicate the voices of popular celebrities and characters, enabling users to craft convincing and hilarious calls. With customizable scenarios and an easy-to-use interface, Prankify makes it simple for anyone to become a master prankster, bringing joy and laughter to friends and family. Ideal for special occasions or just for a good laugh, it transforms traditional prank calling into a novel experience.