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expected-sarsa

Here are 24 public repositories matching this topic...

DavidMouse1118 / Reinforcement-Learning-Maze-World

SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis

reinforcement-learning q-learning expected-sarsa sarsa-lambda sarsa-learning double-q-learning

Updated Aug 19, 2019
Python

EliorBenYosef / reinforcement-learning

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Updated Sep 18, 2024
Python

YugAjmera / rl_mav_ros

Autonomous Navigation of MAVs using Reinforcement Learning algorithms

reinforcement-learning q-learning mav expected-sarsa sarsa-learning autonomous-navigation

Updated Jul 19, 2020
Python

Breakend / SarsaVsExpectedSarsa

An a bias-variance tradeoff of Sarsa vs. Expected Sarsa with experiments.

reinforcement-learning sarsa expected-sarsa bias-variance td-learning

Updated Feb 10, 2017
Jupyter Notebook

addy1997 / RL-Algorithms

This repository has RL algorithms implemented using python

reinforcement-learning q-learning sarsa hacktoberfest expected-sarsa monte-carlo-methods rl-algorithms q-learning-vs-sarsa hacktoberfest2020 epsilon-greedy-exploration double-sarsa double-expected-sarsa gradient-bandits

Updated Oct 18, 2020
Jupyter Notebook

Atul-Acharya-17 / Markov-Decision-Process

Solving Markov Decision Process using Value Iteration and Policy Iteration, SARSA, Expected SARSA and Q-Learning

q-learning markov-decision-processes policy-iteration value-iteration expected-sarsa sarsa-learning dyna-q

Updated Oct 20, 2021
Jupyter Notebook

ZikangZhou / nim_rl

A reinforcement learning framework for the game of Nim.

reinforcement-learning q-learning dqn sarsa dynamic-programming policy-iteration value-iteration expected-sarsa monte-carlo-methods double-q-learning temporal-difference-learning double-sarsa double-expected-sarsa n-step-bootstrapping n-step-sarsa n-step-expected-sarsa off-policy-n-step-sarsa off-policy-n-step-expected-sarsa n-step-tree-backup

Updated Nov 21, 2020
C++

aylint / rl-algorithms

Various fundamental reinforcement learning algorithms implemented from scratch

python reinforcement-learning q-learning reinforcement-learning-algorithms sarsa expected-sarsa temporal-differencing-learning dyna-q prioritized-sweeping

Updated May 26, 2020
Python

Sagarnandeshwar / On_Policy_And_Off_Policy_Reinforcement_Learning

Reinforcement Learning (COMP 579) Project

reinforcement-learning q-learning sarsa function-approximation expected-sarsa td-learning tabular-reinforcement-learning

Updated Aug 5, 2023
Jupyter Notebook

klima7 / Reversi-RL

Reversi game with multiple reinforcement learning algorithms.

reinforcement-learning q-learning reversi mcts othello sarsa expected-sarsa sarsa-lambda double-q-learning value-itera value-function-approximation

Updated Nov 16, 2022
Python

valinsogna / ReinForceMate

Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aiming for maximal captures in set moves. Features Deep Q-Learning, Policy Iteration, TD and more.

reinforcement-learning q-learning sarsa expected-sarsa deep-q-learning sarsa-lambda

Updated Sep 18, 2023
Jupyter Notebook

mokeddembillel / Lunar-Lander-Deep-Expected-Sarsa

Using deep expected sarsa with tensorflow to solve the lunar lander problem with hyperparameter tuning and results analysis

reinforcement-learning epsilon-greedy boltzmann-exploration hyperparameter-tuning expected-sarsa lunar-lander tensorflow2 softmax-exploration

Updated Dec 14, 2020
Jupyter Notebook

TobiasSunderdiek / my-udacity-deep-reinforcement-learning-solutions

Some of my solutions of the exercises and all my projects of the Udacity Deep Reinforcement Learning Nanodegree https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893

python udacity deep-reinforcement-learning pytorch dqn udacity-nanodegree ddpg expected-sarsa unity-ml-agents maddpg udacity-deep-reinforcement-learning

Updated Mar 24, 2023
Python

John-CYHui / Reinforcement-Learning-Cliff-Walking

This repo contains python implementation to the cliff walking problem from RL Introduction by Sutton & Barto Example 6.6.

reinforcement-learning q-learning expected-sarsa temporal-differencing-learning

Updated Jan 23, 2022
Python

emanueleiacca / Reinforcement-Learning-Frozen-Lake-env-with-Tabular-Algorithms

First task for my Reinforcement Learning class in Deusto. The research paper the main RL algorithms applied on the Frozen Lake env provided by GymOpenAI. Paper is avaible at:

reinforcement-learning qlearning monte-carlo reinforcement-learning-algorithms sarsa expected-sarsa reinforcement-learning-environments tabular-methods

Updated Oct 30, 2023
Python

batokio / RL_text-flappy-bird

Implementation of Q-Learning and Expected SARSA algorithms to solve the Text-Flappy-Bird game

reinforcement-learning hyperparameter-tuning expected-sarsa qlearning-algorithm reinforcement-learning-agent reinforcement-learning-environments

Updated Apr 20, 2022
Jupyter Notebook

lochungtin / SnakeAI

Neural Expect Sarsa Reinforcement Learning Agent for Snake

opencv reinforcement-learning deep-learning neural-network snake-game expected-sarsa adam-optimizer snake-ai

Updated Jan 1, 2024
Python

MPARASHA / Reinforcement-Learning-Robotics

Implementation of TD Learning algorithms for Drone Parrot for TCS Project

qlearning expected-sarsa sarsa-learning ros-noetic

Updated May 10, 2021
Python

pchandra90 / deep_rl_udacity

Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity

machine-learning reinforcement-learning machine-learning-algorithms deep-reinforcement-learning q-learning python3 udacity-nanodegree function-approximation expected-sarsa temporal-differencing-learning sarsa-learning sutton-gambler sutton-book sutton-gridworld

Updated Mar 3, 2019
Jupyter Notebook

yuqian5 / RL-ExpectedSarsa-MountainCar

An Expected SARSA RL agent created to solve the Mountain Car problem.

reinforcement-learning expected-sarsa

Updated Dec 20, 2020
Python

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