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@Bilkent-CYBORG CYBORG: Cognitive Systems, Bandits, and Optimization Research Group

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    15 repositories

    • VOPy

      Public
      A Framework for Black-box Vector Optimization
      Python
      •
      MIT License
      •2•7•0•0•Updated Nov 23, 2024Nov 23, 2024

    • VOGP

      Public
      Code for "Vector Optimization with Gaussian Process Bandits"
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 23, 2024Jul 23, 2024

    • PaVeBa

      Public
      Code for "Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits"
      Python
      •
      MIT License
      •0•1•0•0•Updated Mar 9, 2024Mar 9, 2024

    • RoBOS

      Public
      Code for "Robust Bayesian Satisficing"
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Oct 30, 2023Oct 30, 2023

    • TCGP-UCB

      Public
      Implementation of Contextual Combinatorial Multi-output GP Bandits with Group Constraints
      Python
      •1•2•0•0•Updated Jul 10, 2023Jul 10, 2023

    • Vector-Optimization-AISTATS-2023

      Public
      Simulation code for AISTATS 2023 paper titled "Vector Optimization with Stochastic Bandit Feedback".
      MIT License
      •0•0•0•0•Updated Apr 18, 2023Apr 18, 2023

    • AOM-MC

      Public
      Official implementation of Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization
      Python
      •1•0•0•0•Updated Apr 12, 2023Apr 12, 2023

    • ESCADA

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•2•0•0•Updated Oct 10, 2022Oct 10, 2022

    • SALE-LTS

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Jul 21, 2022Jul 21, 2022

    • R-PSI

      Public
      Implementation of Robust Pareto Set Identification algorithm for multi-objective bandit setting with contaminated bandit feedback
      Python
      •0•0•0•0•Updated Jul 10, 2022Jul 10, 2022

    • Adaptive-epsilon-pal

      Public
      Implementation of Adaptive-epsilon-pal algorithm for Pareto active learning of black-box functions with expensive evaluations
      Python
      •0•0•0•0•Updated Jun 8, 2022Jun 8, 2022

    • OCLOK-UCB

      Public
      Python
      •0•1•0•0•Updated Oct 5, 2021Oct 5, 2021

    • Lex-MAB

      Public
      Implementations of PF-LEX, OM-LEX, and NOM-LEX for the multi-armed bandit with lexicographically ordered objectives (Lex-MAB).
      multi-armed-banditmulti-objective-learninglexicographic-optimalitysatisficing
      Python
      •0•2•0•0•Updated Jan 21, 2021Jan 21, 2021

    • FeedBAL

      Public
      Implementation of the FeedBack Adaptive Learning (FeedBAL) algorithm for the episodic multi-armed bandit (eMAB) setting.
      reinforcement-learningmultiarm-bandit
      Python
      •1•0•0•0•Updated Sep 14, 2020Sep 14, 2020

    • ACC-UCB

      Public
      Implementation of the Adaptive Contextual Combinatorial Upper Confidence Bound (ACC-UCB) algorithm for the contextual combinatorial volatile multi-armed bandit setting.
      reinforcement-learningcontextual-banditmultiarmed-banditscombinatorial-bandit
      Python
      •1•16•1•0•Updated Feb 24, 2020Feb 24, 2020