SAFE REINFORCEMENT LEARNING WITH MIXTURE DENSITY NETWORK, WITH APPLICATION TO AUTONOMOUS DRIVING


Addressing uncertainty in the safety assurance of machine-learning

There Wide Fireplace Insert is increasing interest in the application of machine learning (ML) technologies to safety-critical cyber-physical systems, with the promise of increased levels of autonomy due to their potential for solving complex perception and planning tasks.However, demonstrating the safety of ML is seen as one of the most challengin

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Explanatory and predictive drivers of entrepreneurial orientation and innovation capacity: Evidence from family enterprises

This paper aims to identify potential explanatory variables of the entrepreneurial orientation and innovation capacity (EO-IC) of family enterprises (FEs) through a comparative study of family businesses in Spain and Latin America.The innovation literature reports a paradigm shift whereby the dynamic boost provided by corporate governance and produ

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