The Wayback Machine - https://web.archive.org/web/20230306071615/https://github.com/topics/deep-rl

#

deep-rl

Here are 34 public repositories matching this topic...

lexfridman / mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl

Updated Nov 5, 2022
Jupyter Notebook

lexfridman / deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

machine-learning mit deep-learning tensorflow deep-reinforcement-learning convnetjs self-driving-cars deep-rl

Updated Dec 23, 2022
JavaScript

devendrachaplot / Neural-SLAM

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

deep-learning robotics navigation deep-reinforcement-learning exploration visual-navigation deep-rl neural-slam active-neural-slam

Updated Dec 15, 2022
Python

MishaLaskin / curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Oct 28, 2020
Python

kengz / awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

reinforcement-learning deep-reinforcement-learning resources awesome-list deep-rl

Updated Feb 25, 2023

Object-Goal-Navigation

devendrachaplot / Object-Goal-Navigation

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

deep-learning robotics navigation deep-reinforcement-learning exploration visual-navigation deep-rl semantic-navigation object-goal-navigation sem-exp

Updated Apr 2, 2021
Python

gxywy / rl-plotter

✨ A plotter for reinforcement learning (RL)

reinforcement-learning plot deep-reinforcement-learning pytorch openai plotter plotting deep-rl learning-curves spinningup rl-plotter

Updated Dec 8, 2021
Python

CapsuleEndoscope / VirtualCapsuleEndoscopy

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

control unity domain-adaptation deep-rl disease-classification sim2real area-coverage active-capsule-endoscopy

Updated Jun 23, 2022
C#

LJ147 / spinningup

OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-learning deep-rl

Updated Oct 12, 2019
Python

michaelnny / deep_rl_zoo

A collection of Deep RL algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

impala deep-reinforcement-learning rainbow pytorch dqn icm rnd vtrace actor-critic r2d2 c51 deep-rl iqn ppo qr-dqn retrace never-give-up agent57

Updated Feb 28, 2023
Python

YiqinYang / ICQ

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlight https://arxiv.org/abs/2106.03400)

reinforcement-learning offline deep-reinforcement-learning pytorch deep-rl multi-agent-reinforcement-learning mutli-agent

Updated Oct 18, 2022
Python

manantomar / Mirror-Descent-Policy-Optimization

Mirror Descent Policy Optimization

reinforcement-learning deep-learning deep-reinforcement-learning deep-learning-algorithms sac trpo deep-rl ppo deep-learning-ai policy-optimization stable-baselines model-free-rl mirror-descent mdpo

Updated Oct 31, 2020
Python

qiwihui / spinningup

OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-reinforcement-learning openai-gym openai reinforcement-learning-algorithms deep-rl spinningup

Updated May 16, 2020
Python

Deep-RL

aminkhani / Deep-RL

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

machine-learning reinforcement-learning deep-learning atari2600 deep-reinforcement-learning artificial-intelligence dqn policy-gradient ddqn deeprl deep-rl proximal-policy-optimization

Updated Aug 22, 2022
Jupyter Notebook

dbobrenko / reinforceflow

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

reinforcement-learning openai-gym dqn a3c double-dqn prioritized-replay deep-rl async-dqn

Updated Apr 30, 2018
Python

hiwonjoon / cs294-deep-rl-hw

Berkeley DeepRL Homework

berkeley cs294 deep-rl

Updated Aug 13, 2017
Jupyter Notebook

jakegrigsby / super_sac

A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.

control reinforcement-learning pytorch sac deep-rl

Updated May 1, 2022
Python

lgvaz / rlbox

RLbox: Solving OpenAI Gym with TensorFlow

tensorflow deep-reinforcement-learning openai-gym dqn atari continuous-control mujoco deep-rl proximal-policy-optimization ppo

Updated Apr 19, 2018
Python

Yangyangii / Curiosity-Driven-A2C

Implementation of Curiosity-Driven Exploration with PyTorch

cartpole a3c curiosity actor-critic deep-rl a2c curiosity-driven a3c-curiosity curiosity-rl

Updated Sep 11, 2019
Jupyter Notebook

kkhetarpal / unrealwithattention

Attend Before you Act: Leveraging human visual attention for continual learning

unreal deep-rl human-visual-attention attend-before-you-act auxiliary-tasks

Updated Aug 17, 2018
Jupyter Notebook

Improve this page

Add a description, image, and links to the deep-rl topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the deep-rl topic, visit your repo's landing page and select "manage topics."