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Infinite Data for Robotic Hands

November 10, 2025 by BBG News

New simulation techniques are enabling robots to learn complex manipulation skills without needing endless real-world training.

Categories Science

Beyond Pairwise Relationships: Discovering Complex Causality

November 10, 2025 by BBG News

Hypergraph distinctions, rooted in underlying Directed Acyclic Graph (DAG) structure, reveal that current Conditional Additive Markov (CAM) and Additive Noise Model (ANM) assumptions represent limited perspectives; a more comprehensive framework—the Hypergraph DAG (HDAG)—effectively integrates both as special cases, offering a unified understanding of system behavior.

A new framework models higher-order interactions to reveal causal structures hidden from traditional methods.

Categories Science

Learning from Humans, for Robots

November 10, 2025 by BBG News

Despite the inevitable complexities of real-world robotic execution, X-Diffusion consistently outperformed existing methods—including those leveraging co-training and alternative diffusion approaches—across five distinct manipulation tasks by effectively integrating human demonstration data, even when human and robot movement styles differed.

A new approach bridges the gap between human demonstrations and robotic control, even when humans and robots have different capabilities.

Categories Science

Brain-Inspired Networks Spot Anomalies with Greater Accuracy

November 10, 2025 by BBG News

New research explores how mimicking brain cell activity can improve the performance of anomaly detection systems.

Categories Science
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