Francisco S. Melo
TítuloCitado porAno
An analysis of reinforcement learning with function approximation
FS Melo, SP Meyn, MI Ribeiro
Proceedings of the 25th international conference on Machine learning, 664-671, 2008
Affordance-based imitation learning in robots
M Lopes, FS Melo, L Montesano
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International …, 2007
Active learning for reward estimation in inverse reinforcement learning
M Lopes, F Melo, L Montesano
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
Interaction-driven Markov games for decentralized multiagent planning under uncertainty
MTJ Spaan, FS Melo
Proceedings of the 7th international joint conference on Autonomous agents …, 2008
Decentralized MDPs with sparse interactions
FS Melo, M Veloso
Artificial Intelligence 175 (11), 1757-1789, 2011
Learning of coordination: Exploiting sparse interactions in multiagent systems
FS Melo, M Veloso
Proceedings of The 8th International Conference on Autonomous Agents and …, 2009
Abstraction levels for robotic imitation: Overview and computational approaches
M Lopes, F Melo, L Montesano, J Santos-Victor
From Motor Learning to Interaction Learning in Robots, 313-355, 2010
Q-learning with linear function approximation
FS Melo, MI Ribeiro
International Conference on Computational Learning Theory, 308-322, 2007
A computational model of social-learning mechanisms
M Lopes, FS Melo, B Kenward, J Santos-Victor
Adaptive Behavior 17 (6), 467-483, 2009
Emotion-based intrinsic motivation for reinforcement learning agents
P Sequeira, FS Melo, A Paiva
International Conference on Affective Computing and Intelligent Interaction …, 2011
Personalized assistance for dressing users
SD Klee, BQ Ferreira, R Silva, JP Costeira, FS Melo, M Veloso
International Conference on Social Robotics, 359-369, 2015
Learning from demonstration using MDP induced metrics
FS Melo, M Lopes
European Conference on Machine Learning and Principles and Practice of …, 2010
Fitted natural actor-critic: A new algorithm for continuous state-action MDPs
FS Melo, M Lopes
European Conference on Machine Learning and Principles and Practive of …, 2008
Learning by appraising: an emotion-based approach to intrinsic reward design
P Sequeira, FS Melo, A Paiva
Adaptive Behavior 22 (5), 330-349, 2014
Just follow the suit! trust in human-robot interactions during card game playing
F Correia, P Alves-Oliveira, N Maia, T Ribeiro, S Petisca, FS Melo, ...
Robot and Human Interactive Communication (RO-MAN), 2016 25th IEEE …, 2016
Coordinated learning in multiagent MDPs with infinite state-space
FS Melo, MI Ribeiro
Autonomous Agents and Multi-Agent Systems 21 (3), 321-367, 2010
A unified framework for imitation-like behaviors
F Melo, M Lopes, J Santos-Victor, MI Ribeiro
4th International Symposium in Imitation in Animals and Artifacts, Newcastle, UK, 2007
Transition entropy in partially observable Markov decision processes.
FS Melo, MI Ribeiro
IAS, 282-289, 2006
A flexible approach to modeling unpredictable events in MDPs
S Witwicki, FS Melo, J Capitan, MTJ Spaan
23rd International Conference on Automated Planning and Scheduling, 2013
The geometry friends game AI competition
R Prada, P Lopes, J Catarino, J Quitério, FS Melo
Computational Intelligence and Games (CIG), 2015 IEEE Conference on, 431-438, 2015
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