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David Martín

2 accepted papers

2023

Adapting Exploratory Behaviour in Active Inference for Autonomous Driving

ICASSP 2023accepted

Active inference is a probabilistic framework for modeling intelligent agent behaviours, which drives by the principle of minimizing free energy. In this paper, we integrate the imitation learning method with active inference to minimize the expected free energy under the supervision of an expert mo…

Cited by 0SourceScholar
2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents

ICASSP 2018accepted

This paper focuses on multi-sensor anomaly detection for moving cognitive agents using both external and private first-person visual observations. Both observation types are used to characterize agents motion in a given environment. The proposed method generates locally uniform motion models by divi…

Cited by 0SourceScholar