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This AI Research Presents RoboHive: A Comprehensive Software Platform and Ecosystem for Research in the Field of Robot Learning and Embodied Artificial Intelligence
Researchers have developed RoboHive, a platform for robot learning, to address the challenges in this field. RoboHive serves as a benchmarking and research tool, offering various learning paradigms and hardware integration. Its key features include a wide range of contexts, teleoperation support, visual diversity, clear metrics, and baseline results. The goal is to bridge the…
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Nvidia and Foxconn to build ‘AI factory’ to make EVs
Nvidia and Foxconn are joining forces to build “AI factories” that will accelerate the production of autonomous electric vehicles (EVs). Foxconn, known for manufacturing Apple’s iPhone, aims to capture 5% of the EV manufacturing market by 2025. The factories will incorporate cutting-edge manufacturing and AI systems to develop and improve EVs. Nvidia’s technologies, including Drive…
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Microsoft Azure AI Introduces Idea2Img: A Self-Refinancing Multimodal AI Framework For The Development And Design Of Images Automatically
Microsoft Azure AI has developed Idea2Img, a self-refinancing multimodal framework for automated image design and generation. Idea2Img utilizes a large language model (GPT-4V) and a text-to-image model to iterate and refine image creation based on user input. The framework demonstrates improved semantic and visual quality in image generation, outperforming other models in user preference studies.
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Run Zephyr 7B with an API
Zephyr 7B alpha outperforms Llama 2 70B Chat on MT Bench. Simple code lines teach you how to run it efficiently.
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Researchers from NVIDIA Introduce Retro 48B: The Largest LLM Pretrained with Retrieval before Instruction Tuning
Researchers from Nvidia and the University of Illinois at Urbana-Champaign have developed Retro 48B, a larger language model that improves on previous retrieval-augmented models. By pre-training with retrieval on a vast corpus, Retro 48B enhances task performance in question answering. The study demonstrates the potential of larger retrieval-augmented models in natural language understanding.
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This AI Research Presents Neural A*: A Novel Data-Driven Search Method for Path Planning Problems
Path planning, a method used to find the best route from one point to another within a map, is often done through search-based planning techniques like A* search. Recent studies highlight the benefits of data-driven path planning, including more efficient discovery of optimal paths and enabling path planning using raw image inputs. This research introduces…
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Goal Representations for Instruction Following
The text discusses the development of a model called Goal Representations for Instruction Following (GRIF), which allows robots to follow instructions and perform tasks. The model combines language and goal-conditioned training to improve performance. The text also provides details on the training process, alignment through contrastive learning, and the evaluation of the GRIF policy. The…
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Goal Representations for Instruction Following
The text discusses the development of a model called GRIF (Goal Representations for Instruction Following) that combines language and goal-conditioned training to improve robot learning. The model uses contrastive learning to align language instructions and goal images, enabling the robot to understand and carry out tasks specified through either language or images. The GRIF model…
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New wearables technology enables local machine learning processing
A new type of transistor has been developed that could revolutionize smartwatches and wearable technology. This reconfigurable transistor uses minimal electricity and enables the implementation of powerful AI algorithms in wearable devices. Currently, energy demands make AI algorithms unsuitable for traditional wearables, but this new transistor could change that. Local processing at the device level…
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Google executive emphasizes the importance of getting AI right
Google’s president for Europe, the Middle East, and Africa, Matt Brittin, highlighted the significance of properly implementing artificial intelligence (AI). He mentioned the potential for breakthroughs in diverse sectors and announced a joint research partnership with the University of Cambridge. The collaboration aims to develop AI solutions for challenges in robotics, healthcare, and climate change.…