Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget von Melo Moreira, Daniel A., Valdivia Delgado, Karina, Nunes de Barros, Leliane, Deratani Mauá, Denis

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Efficient solutions to factored MDPs with imprecise transition probabilities von Delgado, Karina Valdivia, Sanner, Scott, de Barros, Leliane Nunes

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Robust probabilistic planning with ilao von Moreira, Daniel A. M., Delgado, Karina Valdivia, Nunes de Barros, Leliane

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A planner agent that tries its best in presence of nondeterminism von do Lago Pereira, Silvio, de Barros, Leliane Nunes

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Risk-Sensitive Piecewise-Linear Policy Iteration for Stochastic Shortest Path Markov Decision Processes von Dias Pastor, Henrique, Oliveira Borges, Igor, Freire, Valdinei, Valdivia Delgado, Karina, Nunes de Barros, Leliane

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Robust topological policy iteration for infinite horizon bounded Markov Decision Processes von Reis, Willy Arthur Silva, de Barros, Leliane Nunes, Delgado, Karina Valdivia

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Diagnostic of Programs for Programming Learning Tools von Delgado, Karina Valdivia, de Barros, Leliane Nunes

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Learning to program using hierarchical model-based debugging von de Barros, Leliane Nunes, Pinheiro, Wellington Ricardo, Delgado, Karina Valdivia

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Specifying Preferences over Policies Using Branching Time Temporal Logic von Machado, Warlles Carlos Costa, dos Santos, Viviane Bonadia, de Barros, Leliane Nunes, de Menezes, Maria Viviane

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Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study von Lovatto, Ângelo Gregório, de Barros, Leliane Nunes, Mauá, Denis D.

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Gradient Estimation in Model-Based Reinforcement Learning: A Study on Linear Quadratic Environments von Lovatto, Ângelo Gregório, Bueno, Thiago Pereira, de Barros, Leliane Nunes

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Robótica cognitiva: programação baseada em lógica para controle de robôs von Trevizan, Felipe Werndl, Barros, Leliane Nunes de

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Using concept hierarchies in knowledge discovery von MADEIRA DI BENEDITTO, Marco Eugênio, DE BARROS, Leliane Nunes

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ProPAT: A Programming ITS Based on Pedagogical Patterns von Delgado, Karina Valdivia, de Barros, Leliane Nunes

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Using mathematical programming to solve Factored Markov Decision Processes with Imprecise Probabilities von Delgado, Karina Valdivia, de Barros, Leliane Nunes, Cozman, Fabio Gagliardi, Sanner, Scott

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A logic-based agent that plans for extended reachability goals von Pereira, Silvio Lago, de Barros, Leliane Nunes

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When a Robot Reaches Out for Human Help von Andrés, Ignasi, de Barros, Leliane Nunes, Mauá, Denis D., Simão, Thiago D.

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Planning with abduction: A logical framework to explore extensions to classical planning von PEREIRA, Silvio Do, DE BARROS, Leliane Nunes

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The nature of knowledge in an abductive event calculus planner von NUNES DE BARROS, Leliane, SANTOS, Paulo E

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High-level robot programming: An abductive approach using event calculus von PEREIRA, Silvio Do, DE BARROS, Leliane Nunes

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