Genesis AI Military Application Research

AI/ML

About The Project

Research on physics-based AI simulation for military reinforcement learning applications

Key Achievements

—Achieved 10-80x faster reinforcement learning training compared to Unity ML-Agents through Genesis AI

—Demonstrated up to 65x performance improvement in complex collision scenarios with 4096 parallel environments

—Presented research at 2025 Korea Military Science and Technology Society Conference (AI/Autonomous Systems)

—Validated linear scalability of Genesis AI with GPU parallelization across increasing batch sizes

—Proposed military applications including drone swarm training for airfield maintenance and tactical simulations

—Published comparative analysis of physics simulation accuracy and computational efficiency for military use cases

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