Francisco S Melo
Full Professor, Department of Computer Science · INESC-ID and Instituto Superior Técnico, University of Lisbon
https://researchid.co/fmelo
@inesc-id.pt
153Scopus Publications
4305Google Scholar Citations
34Google Scholar h-index
88Google Scholar i10-index
Research Interests
Artificial Intelligence; Machine Learning; Reinforcement Learning
Recent Scopus Publications
- Optimizing 2D Packing Strategies for Autoclave Loading Using Deep Reinforcement Learning
- Centralized training with hybrid execution in multi-agent reinforcement learning via predictive observation imputation
- Regularization and Two Time Scales for Convergence of Reinforcement Learning
- Reinforcement learning in convergently non-stationary environments: Feudal hierarchies and learned representations
- Optimize and Coordinate Multiple DMPs under Constraints to Achieve a Collaborative Manipulation Task
Links
- ORCID https://orcid.org/0000-0001-5705-7372
- Google Scholar https://scholar.google.com/citations?user=5AEeWU4AAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=35569256100
- Personal Weblink https://gaips.inesc-id.pt/~fmelo/