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8 search results found

Agents ⭐ 2,658

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Dissecting Reinforcement Learning ⭐ 585

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

Smpybandits ⭐ 271

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

Mabwiser ⭐ 160

[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

Rlberry ⭐ 147

An easy-to-use reinforcement learning library for research and education.

Mabalgs ⭐ 100

👤 Multi-Armed Bandit Algorithms Library (MAB) 👮

Streamingbandit ⭐ 64

Python application to setup and run streaming (contextual) bandit experiments.

A multi-armed bandit library for Python

Personalized News Recommendation ⭐ 34

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

Bayesianbandits ⭐ 19

A Pythonic microframework for multi-armed bandit problems

Python Ranker ⭐ 14

Ranking, Scoring, Decisions, and Optimization with XGBoost

Multi Armed Bandit Example ⭐ 12

Learning Multi-Armed Bandits by Examples. Currently covering MAB, UCB, Boltzmann Exploration, Thompson Sampling, Contextual MAB.

Coleman4hcs ⭐ 11

COLEMAN (Combinatorial VOlatiLE Multi-Armed BANdit) - and strategies for HCS context

Reinforcement Learning ⭐ 10

Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

Fairmachinelearning ⭐ 9

Implementation of provably Rawlsian fair ML algorithms for contextual bandits.

[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

Spgd Search Party Gradient Descent Algorithm ⭐ 7

SPGD: Search Party Gradient Descent algorithm, a Simple Gradient-Based Parallel Algorithm for Bound-Constrained Optimization. Link: https://www.mdpi.com/2227-7390/10/5/800

This project is created for the simulations of the paper: [Wang2021] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized Learning for Channel Allocation inIoT Networks over Unlicensed Bandwidth as aContextual Multi-player Multi-armed Bandit Game", to appear in IEEE Transactions on Wireless Communications, 2021.

Mab Ranking ⭐ 6

Online Ranking with Multi-Armed-Bandits

Multi Armed Bandit Algorithms ⭐ 5

Python implementation of UCB, EXP3 and Epsilon greedy algorithms

A multi-armed bandit (MAB) simulation library in Python

Contextual Gaussian Process Bandit Optimization ⭐ 5

Simple implementation of CGP-UCB algorithm.

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