sarsa-algorithm

Here are 36 public repositories matching this topic...

linesd / tabular-methods

Tabular methods for reinforcement learning

algorithm reinforcement-learning q-learning reinforcement-learning-algorithms sarsa gridworld policy-evaluation policy-iteration value-iteration reinforcement-learning-agent tabular-q-learning gridworld-environment sarsa-learning q-learning-vs-sarsa cliffwalking gridworld-cliff tabular-environments sarsa-algorithm tabular-methods q-learning-algorithm

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Python

zaid-24 / The-RL-Agent

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path planning using Q learning algorithm

reinforcement-learning qlearning-algorithm gridworld-environment dyna-q sarsa-algorithm

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Python

👁 Super-Mario-Bros-AI

Alberto-00 / Super-Mario-Bros-AI

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The following project concerns the development of an intelligent agent for the famous game produced by Nintendo Super Mario Bros. More in detail: the goal of this project was to design, implement and train an agent with the Q-learning reinforcement learning algorithm.

deep-neural-networks reinforcement-learning qlearning reinforcement-learning-algorithms sarsa qlearning-algorithm reinforcement-learning-agent double-deep-q-network reinforcement-learning-environments sarsa-algorithm double-deep-q-learning double-deep-q-networks

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Python

viniciusenari / Q-Learning-and-SARSA-Mountain-Car-v0

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Demonstration of Q-Learning and SARSA algorithms utilizing Python and OpenAI GYM

python machine-learning reinforcement-learning q-learning sarsa-learning q-learning-vs-sarsa sarsa-algorithm q-learning-algorithm

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Python

lucadivit / Reinforcement_Learning_Maze_Solver

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This github contains a simple OpenAi Gym Maze Enviroment and (at now) a RL Algorithm to solve it.

machine-learning reinforcement-learning maze openai-gym q-learning policy epsilon-greedy boltzmann-exploration sarsa maze-generator maze-solver openai-gym-environment tabular-q-learning sarsa-learning rl-algorithm sarsa-algorithm epsilon-decay maze-enviroment

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Python

hischen / reinforcement-learning

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Reinforcement learning algorithm implements.

reinforcement-learning qlearning monte-carlo deep-reinforcement-learning policy-gradient reinforcement-learning-algorithms multi-armed-bandit sac actor-critic trpo bandit ddpg-algorithm proximal-policy-optimization prioritized-experience-replay deepq-learning sarsa-algorithm

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Jupyter Notebook

RajK853 / RL_OpenAI_Gym

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Solutions for OpenAI Gym RL environments

deep-neural-networks reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn sarsa reinforce deep-q-network bayesian-optimization ddpg ddqn ddpg-algorithm dqn-tensorflow sarsa-algorithm rl-openai-gym ddqn-lunar-lander

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Jupyter Notebook

Ostyk / population-based-training-of-NNs

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Applying PBT optimization technique to different domains

gan hyperparameter-optimization image-classification deepmind nmt pbt sarsa-algorithm

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Python

Eshaancoding / gridworld

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Using the SARSA to beat the environment, Windy Gridworld. Implement in C++.

sarsa sarsa-algorithm windy-gridworld policy-sarsa egreedy-policies

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C++

rusty-sj / Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud

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Implementation of certain crucial algorithms in the field of reinforcement learning.

reinforcement-learning deep-reinforcement-learning q-learning dqn atari policy-iteration value-iteration-algorithm frozenlake ray-framework cartpole-environment distributed-reinforcement-learning devcloud sarsa-algorithm

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Jupyter Notebook

sinsinan / SARSA

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Implementation of SARSA algorithm for path planning

reinforcement-learning-algorithms sarsa-algorithm

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Python

Eng-ZeyadTarek / reinforcement-learning-dojo

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The implementation of some reinforcement learning techniques like (Q-learning, SARSA, DQN) in two assignments and one big project.

reinforcement-learning flappy-bird q-learning dqn grid-world reinforcement-learning-algorithms sarsa flappy-bird-game reinforcement-learning-agent reinforcement-learning-environments sarsa-algorithm

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Jupyter Notebook

abhi9-s / Reinforcement_Learning-based-path_planning

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Implementing Reinforcement Learning (RL) Algorithms for global path planning in tasks of mobile robot navigation.

reinforcement-learning reinforcement-learning-agent tkinter-gui sarsa-algorithm q-learning-algorithm

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Python

Shrinidhi1 / Optimal-Placement-of-VNFs-and-SFC-in-Edge-Computing-Environment

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Optimal Placement of VNFs using Genetic & Tabu Search Algorithms and Service Function Chaining using Q-Learning & SARSA Algorithms in an Multi-Access Edge Computing Environment

genetic-algorithm sfc tabu-search qlearning-algorithm vnf-placement sarsa-algorithm service-function-chain

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Jupyter Notebook

dweepjsarma / Chess-Endgame-Best-Policy

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Implementation of Reinforcement Learning in a chess endgame scenario. (White kind and rook VS Black King)

reinforcement-learning chess-puzzle sarsa-algorithm q-learning-algorithm chess-endgame

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Jupyter Notebook

alessandrotrovatello / Artificial-Intelligence-for-Robotics-1

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Reinforcement Learning Project for Artificial Intelligence for Robotics course at the University of Genoa.

reinforcement-learning blackjack gymnasium sarsa-algorithm

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Jupyter Notebook

AnmolS99 / SARSA-RL

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Reinforcement learning system using the SARSA-RL Algorithm to learn to play a simple physics game, referred to as the The Acrobat Game

python reinforcement-learning tensorflow numpy sarsa-algorithm

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Python

ayush29 / Game-of-Pac-Man-RL

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Pac-Man RL Agent

openai-gym epsilon-greedy qlearning-algorithm sarsa-algorithm

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Python

jonifat / SARSA-FIS

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Dissertation project, Faculty of Industrial Technology, Universitas Trisakti. Contains pseudocode, rule bases, and reproducibility results for the SARSA–FIS Hybrid Decision Framework for Sustainable Forex Trading. Source code is under patent review and will be released after approval.

machine-learning-algorithms artificial-intelligence game-theory fuzzy-inference-system sarsa-algorithm

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HTML

Sphincz / PacmanRL

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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

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Python

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sarsa-algorithm

Here are 36 public repositories matching this topic...

linesd / tabular-methods

zaid-24 / The-RL-Agent

Alberto-00 / Super-Mario-Bros-AI

viniciusenari / Q-Learning-and-SARSA-Mountain-Car-v0

lucadivit / Reinforcement_Learning_Maze_Solver

hischen / reinforcement-learning

RajK853 / RL_OpenAI_Gym

Ostyk / population-based-training-of-NNs

Eshaancoding / gridworld

rusty-sj / Reinforcement-Learning-Algorithms-with-Ray-Framework-and-Intel-DevCloud

sinsinan / SARSA

Eng-ZeyadTarek / reinforcement-learning-dojo

abhi9-s / Reinforcement_Learning-based-path_planning

Shrinidhi1 / Optimal-Placement-of-VNFs-and-SFC-in-Edge-Computing-Environment

dweepjsarma / Chess-Endgame-Best-Policy

alessandrotrovatello / Artificial-Intelligence-for-Robotics-1

AnmolS99 / SARSA-RL

ayush29 / Game-of-Pac-Man-RL

jonifat / SARSA-FIS

Sphincz / PacmanRL

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