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Here are 15 public repositories matching this topic...

alextanhongpin / go-bandit

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Multi-Armed Bandit (MAB) algorithm implementation in go

go ucb1 mulit-arm-bandit greedy-epsilon

Updated Nov 25, 2019
Go

akshaykhadse / reinforcement-learning

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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

reinforcement-learning linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration

Updated May 21, 2018
Python

viswanath57 / Bandit-Algorithms

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algorithms epsilon-greedy multiarm-bandit softmax-algorithm ucb1

Updated Apr 5, 2021
Jupyter Notebook

HoangTran0410 / Reversi-mcts

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Reversi (Othello) AI game in C#. Using Monte Carlo Tree Search algorithm AND BTMM algorithm.

board-game machine-learning csharp bitboard mcts monte-carlo-tree-search othello-game reversi-game ucb1 othello-ai mcts-algorithm

Updated May 31, 2021
C#

Pegah-Ardehkhani / Reinforcement-Learning-Algorithms-from-Scratch

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

reinforcement-learning monte-carlo q-learning thompson-sampling epsilon-greedy reinforcement-learning-algorithms sarsa rl policy-iteration value-iteration deep-q-learning reinforcement-learning-agent ucb1 td-lambda reinforcement-learning-environments td-0 optimistic-inital-values iterative-policy-evaluation

Updated Nov 23, 2024
Jupyter Notebook

kochlisGit / Reinforcement-Learning-Algorithms

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This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.

python reinforcement-learning monte-carlo openai-gym q-learning policy rl-agents epsilon-greedy dynamic-programming markov-chains approximation-algorithms ucb1 q-lambda exploration-exploitation thomson-sampling frozen-lake multi-bandit-army

Updated Feb 15, 2022
Python

mykeels / multi-armed-bandit-problem

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An implementation of solvers for the multi-armed-bandit-problem in JavaScript.

thompson-sampling epsilon-greedy multi-armed-bandit ucb1

Updated Apr 25, 2019
JavaScript

leiluk1 / stat-techniques

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This repository is focused on my assignments solutions for the Statistical Techniques for Data Science course at Innopolis University.

statistics thompson-sampling multi-armed-bandit ucb1 dna-replication mrl98-quantile-algo

Updated May 18, 2023
Jupyter Notebook

sanxore / py-mcts

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Python implementation of Monte Carlo Tree Search

mcts uct monte-carlo-tree-search ucb1

Updated Jan 4, 2020
Python

zzmtsvv / ml_sandbox

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regression calibration gan style-transfer classification mlp self-organizing-map knearest-neighbor-algorithm gradient-boosting variational-autoencoder cyclegan ucb1 spectral-normalization vq-vae cnn-visualization self-normalizing-neural-networks diffusion-models

Updated Sep 3, 2022
Jupyter Notebook

EmanuelAlogna / Data-Intelligence-Applications

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Pricing and Social Influence Maximization using Reinforcement Learning algorithms in Data Intelligence Applications projects from Politechnic of Milan

reinforcement-learning social-network pricing thompson-sampling reinforcement-learning-algorithms multi-armed-bandit ucb1 social-influence

Updated Feb 12, 2020
Python

Twice22 / Reinforcement-Learning

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My reports for the reinforcement learning class given at the ENS

reinforcement-learning policy-gradient reinforce policy-iteration value-iteration ucb1

Updated Jan 16, 2018
Jupyter Notebook

VladMarianCimpeanu / OLA_project

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Reinforcement learning techniques applied to solve pricing problems in e-commerce applications. Final project for "Online learning applications" course (2021-2022)

reinforcement-learning pricing thompson-sampling multi-armed-bandit montecarlo-simulation mab ucb1 online-learning-applications