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sarsa-lambda

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MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

chen0040 / java-reinforcement-learning

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Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

java reinforcement-learning q-learning sarsa actor-critic sarsa-lambda

Updated May 18, 2019
Java

NeymarL / Pacman-RL

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Implement some reinforcement learning algorithms, test and visualize on Pacman.

reinforcement-learning q-learning policy pacman policy-gradient actor-critic sarsa-lambda

Updated Dec 3, 2018
Python

DavidMouse1118 / Reinforcement-Learning-Maze-World

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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

moripiri / Reinforcement-Learning-on-FrozenLake

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Reinforcement Learning Algorithms in FrozenLake-v1

reinforcement-learning monte-carlo openai-gym q-learning reinforcement-learning-algorithms sarsa reinforce policy-iteration value-iteration td-learning actor-critic sarsa-lambda frozenlake frozenlake-v0 dyna-q sutton-gridworld monte-carlo-control sutton-barto-book

Updated Feb 4, 2025
Jupyter Notebook

leofansq / Reinforcement_Learning_Curling

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基于强化学习(RL)的冰壶游戏实例; 梯度下降的Sarsa(lambda) + 非均匀径向基特征表示

demo reinforcement-learning curling sarsa-lambda

Updated Jul 5, 2020
Python

leolellisr / poke_RL

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Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

game pokemon reinforcement-learning qlearning monte-carlo deep-reinforcement-learning dqn pokemon-showdown reinforce function-approximation double-dqn sarsa-lambda deep-rl ppo ppo2

Updated Nov 29, 2024
Jupyter Notebook

RicardoDominguez / RL-Intro

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Introduction to Reinforcement Learning in Python

reinforcement-learning q-learning reinforcement-learning-algorithms sarsa tree-search actor-critic temporal-differencing-learning sarsa-lambda lstdlambda td2 dynaq dyna2

Updated Oct 17, 2018
Python

timbmg / easy21-rl

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Easy21 assignment from David Silver's RL Course at UCL

reinforcement-learning monte-carlo sarsa rl function-approximation reinforcement-learning-excercises sarsa-lambda

Updated Apr 29, 2018
Python

wikke / Reinforcement_Learning

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Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏

reinforcement-learning openai-gym q-learning dqn sarsa deep-q-network deep-q-learning sarsa-lambda reinforcement-agents frozenlake frozenlake-v0

Updated Jul 8, 2017
Python

imraviagrawal / Reinforcement-Learning-Implementation

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Implementation of Reinforcement Algorithms from scratch

reinforcement-learning q-learning cartpole mountain-car sarsa gridworld reinforce td-learning cross-entropy sarsa-lambda blackbox-optimization gridworld-environment actor-critic-algorithm cross-entropy-policy-search cartpole-environment reinforcement-algorithms q-learning-lambda

Updated Dec 6, 2018
Python

Pegah-Ardehkhani / Shortest-Path-using-Reinforcement-Learning

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Solve the shortest path problem using Reinforcement Learning. This project applies RL techniques, such as Q-learning and SARSA(λ), to find optimal routes in a weighted graph, where the algorithm learns to navigate by receiving rewards based on edge distances.

reinforcement-learning q-learning reinforcement-learning-algorithms sarsa shortest-path sarsa-lambda

Updated Dec 8, 2024
Jupyter Notebook

nilskruse / mdp

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Markov decision process master thesis

rust reinforcement-learning q-learning mdp reinforcement-learning-algorithms sarsa markov-decision-processes sarsa-lambda reinforcement-learning-environments q-learning-lambda q-learning-algorithm

Updated Nov 1, 2023
Rust

weiyx16 / RL_Toy_Example

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Deep RL toy example based on gym package with several methods

qlearning gym mountain-car sarsa a3c sarsa-lambda a2c dqn-tensorflow continuous-mountain-car

Updated Jan 15, 2020
Python

klima7 / Reversi-RL

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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

arunppsg / Bicycle-riding-using-reinforcement-learning

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Implemented Learning to Drive a bicycle using reinforcement learning and shaping.

reinforcement-learning sarsa-lambda reinforcement-learning-agent reinforcement-learning-environments

Updated Jun 18, 2020
Python

PranavNyati / Reinforcement_Learning_Term_Project

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This repository contains the codes for Term Projects as part of the Reinforcement Learning course (CS600077) that I am taking in the Autumn 2023 semester at IIT Kharagpur

reinforcement-learning q-learning markov-decision-processes value-iteration sarsa-lambda q-learning-vs-sarsa