Publications

Articles

International Journal Articles: 5

2022

- Francisco S. Melo and Kim Baraka and Ana Paiva and Manuela Veloso and Marta Couto, "Sequencing matters": Investigating suitable action sequences in robot-assisted autism therapy, article in Frontiers in Robotics and AI vol. 9 pp. 784249, to appear on 2022 [DOI Article link] [bibTex]
- Miguel Serras Vasco and Hang Yin and Francisco S. Melo and Ana Paiva, Leveraging hierarchy in multimodal generative models for effective cross-modality inference, article in Neural Networks vol. 146 pp. 238-255, to appear on 2022 [DOI Article link] [bibTex]
- Filipa Correia and Joana Campos and Francisco S. Melo and Ana Paiva, Robotic Gaze Responsiveness in Multiparty Teamwork, article in International Journal of Social Robotics, Dec. 2022, Springer [bibTex]
- Ramona Merhej and Fernando Pedro Pascoal dos Santos and Francisco S. Melo and Francisco C. Santos, Cooperation and Learning Dynamics under Wealth Inequality and Diversity in Individual Risk, article in Journal of Artificial Intelligence Research (in press), May. 2022 [bibTex]

International Conferences: 5

2023

- Gonçalo Querido and Alberto Sardinha and Francisco S. Melo, Learning to Perceive in Deep Model-Free Reinforcement Learning, presented at The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), May. 2023 [bibTex]

2022

- Ramona Merhej and Fernando Pedro Pascoal dos Santos and Francisco S. Melo and Mohamed Chetouani and Francisco C. Santos, Cooperation and learning dynamics under risk diversity and financial incentives, presented at 21st International Conference on Autonomous Agents and Multiagent Systems, to appear on 2022 [bibTex]
- Miguel Serras Vasco and Hang Yin and Francisco S. Melo and Ana Paiva, How to sense the world: Leveraging hierarchy in multimodal perception for robust reinforcement learning agents, presented at 21st International Conference on Autonomous Agents and Multiagent Systems, to appear on 2022 [bibTex]
- Fábio Vital and Miguel Serras Vasco and Alberto Sardinha and Francisco S. Melo, Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories, presented at 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Oct. 2022 [bibTex]
- João Ribeiro and Cassandro Martinho and Alberto Sardinha and Francisco S. Melo, Making Friends in the Dark: Ad Hoc Teamwork under Partial Observability, presented at IJCAI‘22 Workshop on Ad Hoc Teamwork, Jul. 2022 [bibTex]