Reinforcement Learning Dual DQN on LabVIEW with SOTA

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=xtnZkJABG1E

Taking advantage of the big advantage of LabVIEW compared to classic syntactic languages, namely the rapid implementation of agents by integrating the model into an efficient and adapted software architecture, we have decided to develop a set of new generation modules and tools for LabVIEW focused on robotics, AI, and automation. • We're preparing the release of new generations toolkits for the LabVIEW ecosystem, here's a glimpse of what awaits you in the coming weeks: • 𝗙𝘂𝗹𝗹 𝗰𝗼𝗺𝗽𝗮𝘁𝗶𝗯𝗶𝗹𝗶𝘁𝘆 𝘄𝗶𝘁𝗵 𝗮𝗹𝗹 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: Keras, TensorFlow, PyTorch, ONNX. • 𝗦𝘁𝘂𝗻𝗻𝗶𝗻𝗴 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲: HAIBAL 2 will be 50 times faster than the first HAIBAL generation and 20% faster than PyTorch. • 𝟯𝟮 𝗮𝗻𝗱 𝟲𝟰-𝗯𝗶𝘁 𝘀𝘂𝗽𝗽𝗼𝗿𝘁: Deployment on 32-bit systems with limited functionality. • 𝗛𝗮𝗿𝗱𝘄𝗮𝗿𝗲 𝘀𝘂𝗽𝗽𝗼𝗿𝘁: Support for CUDA, TensorRT for NVIDIA, Rocm for AMD, OneAPI for Intel. • 𝗠𝗮𝘅𝗶𝗺𝘂𝗺 𝗺𝗼𝗱𝘂𝗹𝗮𝗿𝗶𝘁𝘆: Define your own layers and loss functions. • 𝗚𝗿𝗮𝗽𝗵 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀: Complete and advanced integration. • 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻 𝘁𝗼𝗼𝗹𝘀: An annotator as efficient as Roboflow, integrated into our software suite. • 𝗠𝗼𝗱𝗲𝗹 𝘃𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Utilizing Netron for graphical model summaries. • 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜: Complete library for execution, fine-tuning, and RAG setup for 𝗟𝗹𝗮𝗺𝗮 𝟯 and 𝗣𝗵𝗶 𝟯 models, among others. • For Generative AI, we will support execution, fine-tuning, and RAG setups locally (not in the cloud), ensuring efficient and secure operations directly on your machines. • 𝐑𝐞𝐢𝐧𝐟𝐨𝐫𝐜𝐞𝐦𝐞𝐧𝐭 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 is finally here! We are introducing a wide range of algorithms including DPG, DQN, DDQN, DDQG, Dual DQN, Dual DDQN, PPO, A2C, A3C, SAC, and TD3, with more to follow in subsequent updates. • All this will be possible with the arrival of SOTA, our new tool for a one-click installation, with configuration guaranteed in less than 3 minutes. • 𝗦𝗲𝗿𝘃𝗲𝗿 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: Our new server infrastructure for professional online license management is finally here! Additionally, we are excited about the introduction of the Graiphic Cloud (more details to come). This will enable the sharing of models and environments for Reinforcement Learning. Imagine installing and testing games like Mario, Doom, or Atari in under 2 minutes directly within LabVIEW. • Simultaneously, we are launching a comprehensive 𝗮𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻 𝘁𝗼𝗼𝗹 𝗳𝗼𝗿 𝗰𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝘃𝗶𝘀𝗶𝗼𝗻 like Roboflow. This tool, integrated within the SOTA environment, will allow for image data processing and the fine-tuning of computer vision models for object classification or segmentation. • In summary, we have a lot of work ahead and we are targeting a release for July. • Alright, that's all for now. Back to work to make this happen! And by the way, NI CONNECT was amazing! Incredible announcements, you guys impress us! • Stay tuned and follow us on LinkedIn for the latest updates and news! Follow us on LinkedIn / graiphic

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