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Research & Development
Navigating Local Energy Markets: Prosumer Coordination and the Threat of Price Manipulation
TLDR: This paper introduces a model for coordinating prosumers in local energy markets using a multi-agent reinforcement learning approach (MADDPG) for optimal energy trading....
Research & Development
RaGS: Advancing 3D Object Detection with 4D Radar, Monocular Cameras, and Gaussian Splatting
TLDR: RaGS is a novel framework that uses 3D Gaussian Splatting to fuse 4D radar and monocular camera data for 3D object detection in...
Research & Development
AgentMesh: An AI Framework for Automated Software Creation
TLDR: AgentMesh is a Python-based framework that uses four specialized AI agents (Planner, Coder, Debugger, Reviewer) to automate software development from high-level requirements to...
Research & Development
Advancing Robot Dexterity in Fabric Handling with Semantic Keypoints
TLDR: CLASP is a novel robotic system designed for general-purpose clothes manipulation, such as folding, flattening, and hanging. Its core innovation lies in using...
Research & Development
A Unified Knowledge Framework for Non-Invasive Respiratory Support in Acute Care
TLDR: The NIRS ontology is a new knowledge framework developed to standardize concepts and relationships in non-invasive respiratory support (NIRS) for acute care. It...
Research & Development
Detecting Language Anomalies with Minimal Examples
TLDR: This research introduces a meta-learning framework for detecting anomalies in human language, such as spam, fake news, and hate speech, using only a...