AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

Preprint2024

Monte Carlo Tree Self-refine

Unknown

Integrates LLMs with Monte Carlo Tree Search to iteratively refine mathematical reasoning via self-evaluation and backpropagation.

0Jun 1, 2024Reasoning

arXiv

JournalNature2022

Deep physical neural networks trained with backpropagation

Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, et al.

Introduces physics-aware training, a hybrid algorithm that applies backpropagation to train deep physical neural networks made from diverse physical substrates like optics, mechanics, and electronics.

731Jan 26, 2022Neural Networks

arXiv