Simbotic
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About
Simbotic is a modern 3D simulation engine and AI platform designed to bridge the gap between simulation and the real world. It addresses the challenges of data scarcity and training time in AI model development by generating infinite synthetic data and providing realistic training environments. It supports multiagent environments for DRL agents, focusing on both physics-based and photorealistic simulations. Simbotic leverages Unreal Engine 4, GStreamer, PyTorch, and NVIDIA technologies for accelerated pipelines, and includes human-in-the-loop capabilities. It offers integrations with ROS, Open Sound Control, and Kubernetes for scalability and real-world deployment.
Platform
Task
Features
• synthetic data generation
• deep reinforcement learning
• human-in-the-loop
• multiagent training environments
• 3d simulation engine
• ai platform
• unreal engine 4 integration
• accelerated pipelines
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