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q-learning

Here are 1,204 public repositories matching this topic...

taka-rl / tic-tac-toe_q_learning

tic-tac-toe with q-learning

python reinforcement-learning tic-tac-toe q-learning tictactoe

Updated Jun 28, 2024
Python

Sphincz / PacmanRL

PacmanRL - Reinforcement Learning for Pacman (Q-Learning / SARSA)

reinforcement-learning q-learning pacman reinforcement-learning-algorithms sarsa agent-based-simulation sarsa-algorithm q-learning-algorithm

Updated Jun 25, 2024
Python

qroa / qroa

QROA: A Black-Box Query-Response Optimization Attack on LLMs

reinforcement-learning jailbreak q-learning black-box-optimization ai-safety adversarial-attacks black-box-attacks llm

Updated Jun 25, 2024
Python

zaid-24 / Options-Trading-Strategy

Implementation of Black-Scholes model, Jarrow-Rudd binomial tree model & butterfly spread option strategy

reinforcement-learning q-learning monte-carlo-simulation butterfly black-scholes jarrow-rudd-binomial-tree straddle black-scholes-model butterfly-strategy straddle-strategy

Updated Jun 24, 2024
Jupyter Notebook

datawhalechina / easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Jun 24, 2024
Jupyter Notebook

yahnyshc / selfDrivingCarRL

Self-Driving Car Reinforcement Learning 🚘🤔🧠

python reinforcement-learning ai neural-network simulation tensorflow q-learning pygame autonomous-driving ddqn

Updated Jun 23, 2024
Python

JeremyTremblay2 / sokoban-search-project

Search work about Q-learning and the Sokoban game.

python search latex article q-learning gym sokoban gym-sokoban

Updated Jun 22, 2024
TeX

EmreYY20 / DinoRL

A Reinforcement Learning project that trains a Double Deep Q-Network to excel in the Chrome Dino Game by dodging obstacles and maximizing its score through iterative learning.

reinforcement-learning q-learning chrome-dino-game

Updated Jun 22, 2024
JavaScript

Banyc / reinforcement_learning

Dynamic programming. Value iteration methods. Monte Carlo controls. Q-learning.

machine-learning reinforcement-learning monte-carlo q-learning dynamic-programming

Updated Jun 20, 2024
Rust

VaradhKaushik / RL-models-for-Super-Mario-Bros

This repository explores the application of three reinforcement learning algorithms—Deep Q-Networks (DQN), Double Deep Q-Networks (DDQN), and Proximal Policy Optimization (PPO)—for playing Super Mario Bros using the OpenAI Gym and nes-py emulator. It includes a comparative analysis of these models.

machine-learning reinforcement-learning deep-learning neural-network q-learning artificial-intelligence dqn ddqn super-mario-bros ppo nes-py

Updated Jun 20, 2024
Jupyter Notebook

byrnesy924 / Yahtzee_Deep_Learning_Agent

This project is a Double Deep Q learning Agent that learns to play the dice game Yahtzee

machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning q-learning artificial-intelligence artificial-neural-networks yahtzee yahtzee-game double-deep-q-network double-deep-q-learning double-deep-q-networks

Updated Jun 26, 2024
Python

Harish-Balaji-B / Music-Recommendation-Using-Q-Learning-And-Deep-Reinforcement-Learning

This repository compares two methodologies for music recommendation: Q-learning and Deep Reinforcement Learning (Dueling DQN), applied to a dataset of music tracks with features like genre, artist, and danceability. The goal is to build a system that recommends music based on user preferences.

reinforcement-learning q-learning music-recommendation dqn dueling-dqn

Updated Jun 18, 2024
Jupyter Notebook

JuliaPOMDP / TabularTDLearning.jl

Julia implementations of temporal difference Reinforcement Learning algorithms like Q-Learning and SARSA

reinforcement-learning q-learning sarsa

Updated Jun 14, 2024
Julia

Slobodian17 / Q-learning-Acrobot-v1

The notebook contents implementation of solution of OpenAI gym Acrobot-v1 problem.

reinforcement-learning q-learning acrobot-v1

Updated Jun 11, 2024
Python

chengxi600 / RLStuff

A collection of reinforcement learning algorithm implementations

machine-learning reinforcement-learning genetic-algorithm q-learning policy-gradient actor-critic

Updated Jun 10, 2024
Jupyter Notebook

XinJingHao / Deep-Reinforcement-Learning-Algorithms-with-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

machine-learning reinforcement-learning asl deep-reinforcement-learning q-learning pytorch ddpg sac double-dqn c51 dueling-dqn categorical-dqn ppo prioritized-experience-replay noisynet-dqn td3

Updated Jun 8, 2024
Python

rishisim / Frozen-Lake

This is a trained model of a Q Learning agent playing FrozenLake.

reinforcement-learning q-learning custom-implementation

Updated Jun 6, 2024
Jupyter Notebook

kkm24132 / ReinforcementLearning

Focuses on Reinforcement Learning related concepts, use cases, and learning approaches

reinforcement-learning q-learning policy-gradient sarsa multi-armed-bandits montecarlo linear-function-approximation exploration-exploitation temporal-difference-algorithms

Updated Jun 5, 2024
Jupyter Notebook

MarioFiorino / Tutorial-Reinforcement-Learning-ITA-Python

In questa repository una collezione di tutorial sulle basi del Reinforcement Learning, sviluppati in Python, interamente in italiano.

reinforcement-learning openai-gym q-learning policy-gradient sarsa ita tensorflow2 tutorial-italiano off-policy-monte-carlo programmazione-dinamica teoria-controllo-ottimale fondamenti-teorici-rl on-policy-first-visit-monte-carlo-control n-step-td semi-gradient-one-step-sarsa gradient-monte-carlo-target-control

Updated Jun 5, 2024
Jupyter Notebook

JeremyTremblay2 / m1-ia-jtremblay

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

Updated Jun 4, 2024
Jupyter Notebook

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