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Fractal AI: A fragile theory of intelligence

7 code implementations13 Mar 2018

Fractal AI is a theory for general artificial intelligence.

Atari Games Reinforcement Learning

Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling

1 code implementation2 Dec 2022

In the scope of "AI for Science", solving inverse problems is a longstanding challenge in materials and drug discovery, where the goal is to determine the hidden structures given a set of desirable properties.

Drug Discovery

Design of quantum optical experiments with logic artificial intelligence

1 code implementation27 Sep 2021

In this work, we propose the use of logic AI for the design of optical quantum experiments.

Formal Logic

Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics

1 code implementation20 Feb 2024

Thereby, we can manually discover new generalizations of AI-discoveries as well as new understanding in experimental quantum optics.

scientific discovery

AI-Assisted Rapid Crystal Structure Generation Towards a Target Local Environment

1 code implementation9 Jun 2025

In the field of material design, traditional crystal structure prediction approaches require extensive structural sampling through computationally expensive energy minimization methods using either force fields or quantum mechanical simulations.

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