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sarsa

Here are 122 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

sweetice / Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Mar 24, 2023
Python

philtabor / Youtube-Code-Repository

Repository for most of the code from my YouTube channel

reinforcement-learning sarsa convolutional-neural-networks monte-carlo-methods qlearning-algorithm

Updated Jul 24, 2023
Python

mpatacchiola / dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

reinforcement-learning genetic-algorithm markov-chain deep-reinforcement-learning q-learning neural-networks mountain-car sarsa multi-armed-bandit inverted-pendulum actor-critic temporal-differencing-learning drone-landing dissecting-reinforcement-learning

Updated May 2, 2023
Python

sichkar-valentyn / Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Updated Apr 25, 2022
Python

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline

Updated Nov 13, 2021
Python

philtabor / Reinforcement-Learning-In-Motion

Code repository for my course on the fundamentals of reinforcement learning

reinforcement-learning sarsa dynamic-programming monte-carlo-methods qlearning-algorithm

Updated Apr 3, 2019
Python

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

algorithm reinforcement-learning pytorch dqn sarsa a3c ddpg sac actor-critic double-dqn trpo dueling-dqn a2c td3 policy-gradients

Updated Mar 1, 2021
Python

arnomoonens / yarll

Combining deep learning and reinforcement learning.

python reinforcement-learning tensorflow deep-reinforcement-learning openai-gym policy-gradient reinforcement-learning-algorithms sarsa a3c soft-actor-critic

Updated Oct 14, 2021
Python

marooncn / RL

Reinforcement Learning Demos

reinforcement-learning deep-reinforcement-learning q-learning vrep sarsa

Updated Apr 17, 2019
Python

OneRaynyDay / RLEngine

A simple reinforcement learning simulation engine for OpenAI's gym.

reinforcement-learning qlearning monte-carlo sarsa td-learning

Updated Oct 3, 2018
Python

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

Updated Jul 3, 2020
Python

RuoyuChen10 / FightingGame-FTG4.50

2021-2022国科大强化学习格斗游戏大作业

java reinforcement-learning sarsa duel-dqn fightingice

Updated Jun 11, 2022
Python

xgkkk / shortest-paths-RL

Using reinforcement learning to find the shortest paths.

reinforcement-learning q-learning sarsa shortest-paths policy-iteration value-iteration

Updated Jun 5, 2019
Python

bneld / Drone-Hover-RL

A hover system for Microsoft AirSim using reinforcement learning (Q-learning and SARSA)

reinforcement-learning q-learning sarsa drones airsim

Updated Dec 31, 2017
Python

raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

reinforcement-learning qlearning mountain-car sarsa gradient-descent feature-engineering bandit-algorithm sutton-gambler sutton-book dynaq sutton-gridworld blackjack-montecarlo batch-update maximization-bias infinite-variance rl-sutton semi-gradient-sarsa short-corridor optimal-policy

Updated Jul 16, 2019
Python

zeynepCankara / Cliff-Walking-Solution

Q-learning and SARSA algorithms from Sutton's Reinforcement Learning book.

reinforcement-learning qlearning sarsa sutton-book sutton-gridworld

Updated May 19, 2019
Python

EliorBenYosef / reinforcement-learning

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

Updated Sep 18, 2024
Python

adik993 / reinforcement-learning-sutton

reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking

Updated Mar 4, 2020
Python

hartikainen / easy21

Reinforcement learning agents and environment for Easy21, a modified version of Blackjack

reinforcement-learning monte-carlo policy-gradient sarsa easy21

Updated May 7, 2017
Python

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