Popular GitHub Repositories for Kl Ucb

? 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

:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:

homework answer for UCB cs285 deepRL

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

Simple implementation of the CGP-UCB algorithm.

Repository for "Blending Data-Driven Priors in Dynamic Games" - RSS 2024

Multi-armed bandit algorithm with tensorflow and 11 policies

This repository contains the lab work for Coursera course on "Generative AI with Large Language Models".

PyTorch package for KL-CPD algorithm for change point and anomaly detection in time series

Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.

A methodology designed to validate the statistical similarity of synthetic data generated by GAN models. The metrics contain Auto-encoder, PCA, t-SNE, KL-divergence, Clustering, and Cosine Similarity.

A deep learning approach to estimate the KL-Grade of Knee Osteoarthritis (OA)

This repo contains all the materials and solutions of UC Berkeley CS189/289A spring semester 2024

Marmara üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisli?i b?lümünde sunulan “DER?N S?N?R A?LARI ?LE FEDERE ??RENME TABANLI B?R K?Tü AMA?LI YAZILIM TESP?T UYGULAMASI” ba?l?kl? tez ?al??mas?na ait kaynak kodlar?d?r.

AI for the game "Connect Four". Available on PyPI.

My MSc project on applying, tuning and modifying the PPO and A2C algorithms to Pettingzoo MARL library two player poker game

Basic GANs with variety of loss functions as an exercise for my Thesis with Prof. Randy Paffenroth. KL, Reverse-KL, JS and Wasserstein GAN.

Explore key RL algorithms with detailed explanations and fully commented Python code implementations

Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.

C++ implementation of Multi-Armed Bandits (Gaussian and Bernoulli)