Miros is a leading provider of advanced radar-based technology designed for precise monitoring of ocean surfaces. Their products offer real-time data on sea state, wave height, and weather conditions, utilizing IoT solutions and cloud-based data analytics. This technology is invaluable for maritime operations, infrastructure safety, and environmental monitoring, ensuring enhanced situational awareness, optimized decision-making, and operational efficiency.

RL Collision Avoidance provides a complete pipeline for developing, training, and deploying multi-robot collision avoidance policies. It offers a set of Gym-compatible simulation scenarios where agents learn collision-free navigation through reinforcement learning algorithms. Users can customize environment parameters, leverage GPU acceleration for faster training, and export learned policies. The framework also integrates with ROS for real-world testing, supports pre-trained models for immediate evaluation, and features tools for visualizing agent trajectories and performance metrics.