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rl

Here are 798 public repositories matching this topic...

ZLake / Deep_Learning_on_Tensorflow

A path to deep learning skills

tutorial deep-learning tensorflow homework keras cnn rl

Updated Jul 21, 2017
Python

shilinlee / reinforcement_learning

强化学习入门练习

Updated Feb 22, 2019
Jupyter Notebook

xffxff / solve-snake

Solve snake game with reinforcement learning algorithms

dqn snake-game rl ppo

Updated Feb 15, 2019
Python

declanoller / RWG_benchmarking

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

python benchmark reinforcement-learning ai random openai-gym python3 episodes artificial-intelligence evolutionary-algorithms rl learning-algorithm matplotlib score weights trials environments rwg weight-space

Updated Sep 4, 2019
Python

suyashdamle / Reinforcement_Learning_Experimentation

Experimental codes and notebooks coded while learning RL.

q-learning rl openai-gym-environments

Updated May 28, 2019

harmanpreet93 / reinforcement-learning

Reinforcement Learning algorithms

reinforcement-learning q-learning sarsa rl function-approximation td-learning bandit

Updated Apr 7, 2020
Jupyter Notebook

chaudhary1337 / AI-Plays-Games

A collection of Single/Multiplayer Games Played by AI

games ai rl monte-carlo-tree-search minimax-algorithm neat-algorithm

Updated Nov 30, 2020
Python

FabsWabs / env_suite

Custom Environments for training RL Agents

python machine-learning environment reinforcement-learning ai openai-gym rl openai-environment

Updated May 30, 2020
Python

ouceduxzk / abstraction_reasoning

abstraction reasoning

Updated May 6, 2020
Python

mynkpl1998 / A3C

This repository contains high quality and tested implementation of Asynchronous Actor Critic Algorithm

reinforcement-learning policy-gradient rl a3c actor-critic-methods a3c-lstm

Updated Dec 19, 2019
Dockerfile

glee1228 / RL_basic

rl policy-evaluation jacks-car-rental small-grid-world

Updated Mar 23, 2021
Python

greenFantasy / ai-traffic-control

Reinforcement Learning for Traffic Signal Optimization. We significantly reduce travel time compared to existing signal timing methods by training RL agents with omnipresent induction sensor data.

machine-learning rl traffic-light traffic-simulation

Updated Jun 28, 2022
Python

amtoine / dqn

An application of Reinforcement Learning (RL) from the SDD RL class to function approximators and deep learning.

machine-learning reinforcement-learning ml deep-reinforcement-learning pytorch dqn rl deep-rl isae-supaero

Updated Jan 14, 2022
Python

realliyifei / rl-project-irl-gridworld

Compares RL and IRL models on different gridworld environments

reinforcement-learning rl inverse-reinforcement-learning irl

Updated Jan 23, 2022
Jupyter Notebook

Mohan-Zhang-u / rlgridworld

grid-world, reinforcement learning

reinforcement-learning rendering customizable grid-world readthedocs rl easy-to-use mit-license reinforcement-learning-environments active-development

Updated Mar 14, 2023
Jupyter Notebook

JasonVann / Papers

A repo of papers I have read or will read

nlp machine-learning big-data deep-learning cv gan speech-recognition recommendation-system rl

Updated Sep 25, 2020
Jupyter Notebook

wecet / Experimenations-in-Reinforcement-Learning

Experiment 1: Comparison of key bandit algorithms; Experiment 2: Comparison of Q and SARSA Learning on Taxiv3 environment' ; Experiment 3: Comparison of Q, SARSA and CEM Learning on LunarLanderv2 Environment

machine-learning reinforcement-learning ai gym sarsa rl q cem lunarlander-v2 taxi-v3

Updated Feb 21, 2022
Jupyter Notebook

navidmdn / f1tenth_rl

Solving F1tenth virtual competition using deep reinforcement learning

deep-reinforcement-learning autonomous-car rl ppo f1tenth

Updated Jun 14, 2022
Jupyter Notebook

sagnik1511 / RL-PyTorch

Reinforcement Learning Implementations in PyTorch

reinforcement-learning openai-gym pytorch rl dqn-pytorch ddqn-pyotrch

Updated Apr 6, 2024
Python

TienNHM / CartPole-CrossEntropyMethod

CartPole-CrossEntropyMethod

reinforcement-learning openai-gym python3 openai cartpole rl cem gym-environment cross-entropy-method

Updated Mar 14, 2024
Jupyter Notebook

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