Researcher profile
Luis Enrique Sucar
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models
2019 · arXiv (Cornell University)
Decision-making under uncertainty and causal thinking are fundamental aspects of intelligent reasoning. Decision-making has been well studied when the available information is considered at the associative (probabilistic) level. The classical Theorems of von Neumann-Morgenstern and …
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Knowledge Transfer for Cross-Domain Reinforcement Learning: A Systematic Review
2024 · IEEE Access
Reinforcement Learning (RL) provides a framework in which agents can be trained, via trial and error, to solve complex decision-making problems. Learning with little supervision causes RL methods to require large amounts of data, rendering …