Search for dissertations about: "Bayesian Reinforcement Learning"

Found 3 swedish dissertations containing the words Bayesian Reinforcement Learning.

  1. 1. Sample Efficient Bayesian Reinforcement Learning

    University dissertation from Gothenburg : Chalmers tekniska högskola

    Author : Divya Grover; [2020]
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Decision Making under Uncertainty; Bayesian Reinforcement Learning; Model based Reinforcement Learning;

    Abstract : Artificial Intelligence (AI) has been an active field of research for over a century now. The research field of AI may be grouped into various tasks that are expected from an intelligent agent; two major ones being learning & inference and planning . READ MORE

  2. 2. Spike-Based Bayesian-Hebbian Learning in Cortical and Subcortical Microcircuits

    University dissertation from Stockholm : KTH Royal Institute of Technology

    Author : Philip Tully; Anders Lansner; Matthias Hennig; Gordon Pipa; [2017]
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Bayes rule; synaptic plasticity and memory modeling; intrinsic excitability; naïve Bayes classifier; spiking neural networks; Hebbian learning; neuromorphic engineering; reinforcement learning; temporal sequence learning; attractor network; Datalogi; Computer Science;

    Abstract : Cortical and subcortical microcircuits are continuously modified throughout life. Despite ongoing changes these networks stubbornly maintain their functions, which persist although destabilizing synaptic and nonsynaptic mechanisms should ostensibly propel them towards runaway excitation or quiescence. READ MORE

  3. 3. Towards Optimal Algorithms For Online Decision Making Under Practical Constraints

    University dissertation from Stockholm : KTH Royal Institute of Technology

    Author : Aristide Tossou; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Reinforcement Learning; Multi-Agent Learning; Differential Privacy; Multi-Armed Bandit; Markov Decision Process; Fairness;

    Abstract : Artificial Intelligence is increasingly being used in real-life applications such as driving with autonomous cars; deliveries with autonomous drones; customer support with chat-bots; personal assistant with smart speakers . . . READ MORE