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deep-rl

Here are 44 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 Jan 3, 2024
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 Aug 1, 2023
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 Jun 17, 2024
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 Jul 30, 2024

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

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 Jul 20, 2023
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#

epignatelli / navix

Accelerated minigrid environments with JAX

environment reinforcement-learning deep-reinforcement-learning rl minigrid gridworld deep-rl gridworld-environment

Updated Aug 1, 2024
Python

LJ147 / spinningup

OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-learning deep-rl

Updated May 21, 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

chandar-lab / Recall2Imagine

Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024

reinforcement-learning deep-reinforcement-learning s6 ssm mamba s5 s4 deep-rl model-based-rl state-space-models model-based-reinforcement-learning dreamer world-models parallel-scan iclr2024 parallel-scanning

Updated Jun 4, 2024
Python

mike-gimelfarb / deep-successor-features-for-transfer

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

reinforcement-learning keras deep-reinforcement-learning reinforcement-learning-algorithms rl transfer-learning deep-rl reinforcement-learning-agent successor-representation successor-features

Updated May 11, 2021
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

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 Mar 15, 2024
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

KanishkNavale / AI-for-Robot-Tasks

This repository implements the use of AI for robot tasks.

Updated Jul 25, 2024
Python

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