EurekAlert!

A reinforcement learning framework for guiding the agent to perform exploration based on clustering

Comparison between clustering-based bonus rewards with novelty alone (η = 1.0) and clustering-based bonus rewards (η = 0.5). Here, the collected states (blue dots) are clustered into 5 clusters and ...
Semiconductor Engineering

FPGAs: Automated Framework For Architecture-Space Exploration of Approximate Accelerators

A technical paper titled “autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems” was published (preprint) by researchers at TU Wien, Brno ...
EurekAlert!

New framework for oceanographic research provides potential for broader access to deep sea scientific exploration

Woods Hole, Mass. (August 23, 2023) -- Scientific exploration of the deep ocean has largely remained inaccessible to most people because of barriers to access due to infrastructure, training, and ...
AZoAI on MSN

Brain-Inspired BIG Framework Revolutionizes Autonomous Navigation with Smarter Exploration

Inspired by the way mammals navigate, the BIG framework combines brain-like spatial awareness with advanced mapping ...
SpaceNews

NASA, 13 Space Agencies Release Exploration Strategy Framework

WASHINGTON – NASA and 13 space agencies from around the world are releasing the latest product of their Global Exploration Strategy discussions. The document, “The Global Exploration Strategy: The ...
mccormick.northwestern.edu

New Machine Learning Framework Enables Data-Efficient Design of Advanced Metamaterials

Until now, designing complex metamaterials with specific mechanical properties required large and costly experimental and simulation datasets. The method enables ...