Data-driven insights of Tesla's regional trends, production efficiency, and sustainability performance across different Tesla car models 🚗
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Dec 9, 2025 - Makefile
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ucb
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Upper Confidence Bound (UCB) multi-armed bandit algorithm for ad click-through rate optimization over 10,000 rounds
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Apr 2, 2026 - Jupyter Notebook
Программа симуляции стратегий UCB и сэмплирования Томпсона для пакетной обработки данных на примере задачи о многоруком бандите.
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Dec 23, 2025 - Rich Text Format
Implementation of the Multi-Armed Bandit where each arm returns continuous numerical rewards. Covers Epsilon-Greedy, UCB1, and Thompson Sampling with detailed explanations.
thompson-sampling epsilon-greedy ucb upper-confidence-bounds contextual-bandits mab linucb linearucb multiarmed-bandits
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Apr 23, 2025 - Jupyter Notebook
Estou estudando C pelo livro "Treinamento em Linguagem C". Estou no 2º semestre, estudando "Algoritmos e programação estruturada. Vou postar meu estudo e os codigos que fiz aqui.
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Jan 16, 2026 - C
Multi Armed Bandits implementation using the Jester Dataset
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Apr 5, 2021 - Python
Reinforcement learning used in the game of pong
cmake reinforcement-learning cpp q-learning ucb pong-game cpp20 boost-test upper-confidence-bound the-game-of-pong
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Jul 31, 2025 - C++
Chapter wise implementation & analysis of all the algorithms in RL : An Intoduction by Richard S. Sutton and Andrew G. Barto
reinforcement-learning artificial-intelligence epsilon-greedy python-3 ucb k-armed-bandit gradient-bandit optimistic-inital-values
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Jul 18, 2020 - Jupyter Notebook
Complete Tutorial Guide with Code for learning ML
natural-language-processing random-forest svm scikit-learn artificial-neural-networks logistic-regression ucb polynomial-regression kmeans-clustering knearest-neighbor-algorithm apriori-algorithm classification-methods svr kernel-svm kernel-pca heirarchical-clustering decison-trees
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Apr 21, 2023 - Python
Train and test your IA's using these samples in the machine learning field.
python machine-learning reinforcement-learning tensorflow linear-regression scikit-learn machine-learning-algorithms q-learning cnn dnn gradient-descent ucb polynomial-regression knn decision-tree deep-q-learning
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Jun 4, 2024 - Jupyter Notebook
This repo houses the material of UCB course CS61B 2021: Data Structures & Algorithms
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Mar 25, 2026 - Java
Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.
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Oct 14, 2022 - Python
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Jan 26, 2022 - Jupyter Notebook
R.I.T project
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Jul 29, 2019 - Python
We implemented a Monte Carlo Tree Search (MCTS) from scratch and we successfully applied it to Tic-Tac-Toe game.
reinforcement-learning graphics mcts ucb monte-carlo-tree-search tic-tac-toe-game upper-confidence-bound
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Jul 9, 2020 - Python
Efficient exploration and exploitation strategies using Epsilon-Greedy, UCB1, and Thompson Sampling — with code, math, and intuition.
python machine-learning reinforcement-learning thompson-sampling epsilon-greedy ucb multi-armed-bandits portfolio-project bandit-algorithms exploration-vs-exploitation
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Apr 13, 2025 - Python
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