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

Preprint2026

FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills

Zeyu Ren, Ling Yue, Ran Li, et al.

FlowEvo is a training-free framework where workflows and executable skills co-evolve at inference time, improving agent performance across benchmarks while reducing token usage.

1Aug 20, 2026Large Language Models

arXiv

ConferenceMachine Learning1998

Co-Evolution in the Successful Learning of Backgammon Strategy

Jordan Pollack, Alan Blair

This paper demonstrates that simple hillclimbing with relative fitness can train a neural network to play backgammon at a competitive level, challenging the necessity of temporal difference learning.

208Sep 1, 1998Neural Networks