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@Bilkent-CYBORG

CYBORG: Cognitive Systems, Bandits, and Optimization Research Group

We focus on bandit problems, reinforcement learning, data science for personalized medicine, multi-agent systems, stream mining, and influence maximization.

Popular repositories

  1. ACC-UCB ACC-UCB Public

    Implementation of the Adaptive Contextual Combinatorial Upper Confidence Bound (ACC-UCB) algorithm for the contextual combinatorial volatile multi-armed bandit setting.

    Python 13 1

  2. Lex-MAB Lex-MAB Public

    Implementations of PF-LEX, OM-LEX, and NOM-LEX for the multi-armed bandit with lexicographically ordered objectives (Lex-MAB).

    Python 2

  3. ESCADA ESCADA Public

    Python 2 1

  4. TCGP-UCB TCGP-UCB Public

    Implementation of Contextual Combinatorial Multi-output GP Bandits with Group Constraints

    Python 2 1

  5. RoBOS RoBOS Public

    Code for "Robust Bayesian Satisficing"

    Jupyter Notebook 2

  6. FeedBAL FeedBAL Public

    Implementation of the FeedBack Adaptive Learning (FeedBAL) algorithm for the episodic multi-armed bandit (eMAB) setting.

    Python 1

Repositories

Showing 10 of 14 repositories
  • VectOptAL Public

    Vector Optimization with Active Learning

    Python 0 MIT 0 0 0 Updated May 12, 2024
  • PaVeBa Public

    Code for "Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits"

    Python 0 MIT 0 0 0 Updated Mar 9, 2024
  • RoBOS Public

    Code for "Robust Bayesian Satisficing"

    Jupyter Notebook 2 MIT 0 0 0 Updated Oct 30, 2023
  • TCGP-UCB Public

    Implementation of Contextual Combinatorial Multi-output GP Bandits with Group Constraints

    Python 2 1 0 0 Updated Jul 10, 2023
  • Vector-Optimization-AISTATS-2023 Public

    Simulation code for AISTATS 2023 paper titled "Vector Optimization with Stochastic Bandit Feedback".

    0 MIT 0 0 0 Updated Apr 18, 2023
  • AOM-MC Public

    Official implementation of Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization

    Python 0 1 0 0 Updated Apr 12, 2023
  • ESCADA Public
    Python 2 BSD-3-Clause 1 0 0 Updated Oct 10, 2022
  • SALE-LTS Public
    Jupyter Notebook 0 1 0 0 Updated Jul 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, 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, 2022
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