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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

Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning

1 code implementation22 Jan 2023

The resulting attributions can be interpreted as explanations for why a specific circuit works well for a given task, improving the understanding of how to construct parameterized (or variational) quantum circuits, and fostering their human interpretability in general.

Explainable Artificial Intelligence (XAI) Quantum Machine Learning

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

A Quantum Natural Language Processing Approach to Musical Intelligence

2 code implementations10 Nov 2021

In particular, we are importing methods from the Distributional Compositional Categorical (DisCoCat) modelling framework for Natural Language Processing (NLP), motivated by musical grammars.

NCoder -- A Quantum Field Theory approach to encoding data

1 code implementation1 Feb 2024

In this paper we present a novel approach to interpretable AI inspired by Quantum Field Theory (QFT) which we call the NCoder.

BILP-Q: Quantum Coalition Structure Generation

1 code implementation28 Apr 2022

Quantum AI is an emerging field that uses quantum computing to solve typical complex problems in AI.

Combinatorial Optimization

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