sarsa-lambda

Here are 18 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

machine-learning tutorial reinforcement-learning q-learning dqn policy-gradient sarsa tensorflow-tutorials a3c deep-q-network ddpg actor-critic asynchronous-advantage-actor-critic double-dqn prioritized-replay sarsa-lambda dueling-dqn deep-deterministic-policy-gradient proximal-policy-optimization ppo

Updated Aug 5, 2020
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

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

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

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

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

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

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

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

Hysperr / gridworld

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Given infinite possibilities, an AI agent learns the optimal path towards its goal from any starting point while avoiding obstacles.

q-learning pathfinding artificial-intelligence gridworld unsupervised-learning sarsa-lambda eligibility-tracing

Updated Jul 29, 2017
Java

wangz10 / Reinformcement-Learning

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Assignments and practices from various RL cources

reinforcement-learning monte-carlo sarsa-lambda

Updated Aug 19, 2018
Jupyter Notebook

arunpalaniappan / Bicycle-riding-using-reinforcement-learning

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

Updated Jun 18, 2020
Python

wangjinjie722 / KDD2019-GeneticAlgorithm

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reinforcement-learning qlearning genetic-algorithm dqn sarsa ddpg sarsa-lambda kdd2019

Updated Jan 28, 2020
Jupyter Notebook

amitnavindgi / dialog-system

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A dummy dialog dialog system implementing traditional Reinforcement Learning algorithms like Q-Leaning and SARSA

python q-learning reinforcement-learning-algorithms sarsa dialogue-systems sarsa-lambda

Updated Dec 13, 2016
Python

cpiemontese / easy21

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My solution for the "Easy21" assignment of the "UCL Course on RL"

reinforcement-learning monte-carlo sarsa-lambda

Updated Mar 29, 2019
Python

rameshjes / RobotLearning

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reinforcement-learning policy-gradient dynamic-programming markov-decision-processes bandits sarsa-lambda

Updated Aug 16, 2017
Jupyter Notebook

DataSciencePete / FrozenLake

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Q-learning agent to solve the frozen lake problem from the OpenAI gym

reinforcement-learning q-learning sarsa sarsa-lambda frozenlake

Updated Jun 27, 2020
Python

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