Search Results for author: Kathryn Merrick

Found 2 papers, 0 papers with code

Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes

no code implementations18 Aug 2023 Sherif Abdelfattah, Kathryn Merrick, Jiankun Hu

In this work, intrinsically motivated reinforcement learning has been successfully deployed to evolve generic skill sets for learning hierarchical policies to solve multi-objective Markov decision processes.

Decision Making Multi-Objective Reinforcement Learning +1

A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data

no code implementations16 Mar 2016 Hussein A. Abbass, George Leu, Kathryn Merrick

Trusted autonomy is the scientific and engineering field to establish the foundations and ground work for developing trusted autonomous systems (robotics and software agents) that can be used in our daily life, and can be integrated with humans seamlessly, naturally and efficiently.

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