Guillermo Bern'ardez

Projecting Latent RL Actions: Towards Generalizable and Scalable Graph Combinatorial Optimization

This work introduces Projection agents, a GCO methodology built on the Wolpertinger framework and adapted to a shared GNN-based latent space for observations and actions, and releases LaGCO-RL, a Python library that automates latent action-space construction and supports existing RL-GCO solutions, promoting reproducibi...