Melo, Francisco S.
- Geometric Multimodal Contrastive Representation Learning
2022/02/07 by Poklukar, Petra, Vasco, Miguel, Yin, Hang +3 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Empathic Robot for Group Learning: A Field Study
2019/02/05 by Patrícia Alves‐Oliveira, Alves-Oliveira, Patricia, Pedro Sequeira +7 · 2 citations
Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Problem and Project Based Learning
- Multi-Bellman operator for convergence of Q-learning with linear function approximation
2023/09/28 by Carvalho, Diogo S., Santos, Pedro A., Melo, Francisco S. · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning
2019/09/22 by Ribeiro, João, Melo, Francisco S., Dias, João · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Assisting Unknown Teammates in Unknown Tasks: Ad Hoc Teamwork under Partial Observability
2022/01/10 by Ribeiro, João G., Martinho, Cassandro, Sardinha, Alberto +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
2024/09/23 by Santos, Pedro P., Sardinha, Alberto, Melo, Francisco S. · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)