OptSkills is a skill enhanced agent system for natural-language optimization tasks. It uses a function-calling LLM agent to formulate and solve problems with Python solver backends, while maintaining ...

Abstract: The classical formulation of the program-synthesis problem is to find a program that meets a correctness specification given as a logical formula. Recent work on program synthesis and ...

Like the rest of its Big Tech cadre, Google has spent lavishly on developing generative AI models. Google’s AI can clean up your text messages and summarize the web, but the company is constantly ...

Abstract: When dealing with different programs or applications, it is necessary to select the appropriate compilation optimization pass or subsequence for the program. Machine learning is widely used ...

The g2o command line tool and the g2o_viewer are able to load an optimization problem from a human readable text file. Each line in the file stores a vertex, an edge, a data packet, or additional ...