Browsing Institutt for datateknologi og informatikk by Journals "Modeling, Identification and Control"
Now showing items 1-2 of 2
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Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control
(Journal article; Peer reviewed, 2021)We present here a model-free method for learning actions that lead to an all-source-all-destination shortest path solution. We motivate our approach in the context of biological learning for reactive control. Our method ... -
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings
(Peer reviewed; Journal article, 2022)Abstract: Partial observability is a problem in control design where the measured states are insufficient in describing the systems trajectory. Interesting real-world systems often exhibit nonlinear behavior and noisy, ...