deep-rl

There are 2 repositories under deep-rl topic.

lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
artificial-intelligence data-science deep-learning deep-reinforcement-learning deep-rl deeplearning jupyter-notebooks machine-learning mit neural-networks segmentation self-driving-cars tensorflow tensorflow-tutorials
Language:Jupyter Notebook 10081
lexfridman / deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
convnetjs deep-learning deep-reinforcement-learning deep-rl machine-learning mit self-driving-cars tensorflow
Language:JavaScript 1743
devendrachaplot / Neural-SLAM
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
active-neural-slam deep-learning deep-reinforcement-learning deep-rl exploration navigation neural-slam robotics visual-navigation
Language:Python 732
kengz / awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-list deep-reinforcement-learning deep-rl reinforcement-learning resources
641
MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac
Language:Python 564
Object-Goal-Navigation
devendrachaplot / Object-Goal-Navigation
Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"
deep-learning deep-reinforcement-learning deep-rl exploration navigation object-goal-navigation robotics sem-exp semantic-navigation visual-navigation
Language:Python 282
gxywy / rl-plotter
:sparkles: A plotter for reinforcement learning (RL)
deep-reinforcement-learning deep-rl learning-curves openai plot plotter plotting pytorch reinforcement-learning rl-plotter spinningup
Language:Python 201
CapsuleEndoscope / VirtualCapsuleEndoscopy
VR-Caps: A Virtual Environment for Active Capsule Endoscopy
unity domain-adaptation active-capsule-endoscopy deep-rl control area-coverage sim2real disease-classification
Language:C# 145
LJ147 / spinningup
OpenAI团队的深度强化学习教程中文版
reinforcement-learning deep-learning deep-rl
Language:Python 69
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)
deep-reinforcement-learning deep-rl multi-agent-reinforcement-learning mutli-agent offline pytorch reinforcement-learning
Language:Python 66
epignatelli / navix
Accelerated minigrid environments with JAX
deep-reinforcement-learning deep-rl environment reinforcement-learning rl minigrid gridworld gridworld-environment
Language:Python 51
chandar-lab / Recall2Imagine
Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024
dreamer iclr2024 model-based-reinforcement-learning model-based-rl reinforcement-learning state-space-models deep-reinforcement-learning deep-rl s4 ssm world-models mamba parallel-scan parallel-scanning s5 s6
Language:Python 44
manantomar / Mirror-Descent-Policy-Optimization
Mirror Descent Policy Optimization
reinforcement-learning policy-optimization deep-reinforcement-learning trpo ppo sac deep-learning deep-learning-algorithms stable-baselines mirror-descent deep-learning-ai mdpo deep-rl model-free-rl
Language:Python 34
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.
deep-rl control sac reinforcement-learning pytorch
Language:Python 32
qiwihui / spinningup
OpenAI团队的深度强化学习教程中文版
reinforcement-learning spinningup openai openai-gym reinforcement-learning-algorithms deep-reinforcement-learning deep-rl
Language:Python 25
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.
artificial-intelligence deep-learning deep-reinforcement-learning reinforcement-learning ddqn dqn atari2600 policy-gradient proximal-policy-optimization deep-rl deeprl machine-learning
Language:Jupyter Notebook 18
dbobrenko / reinforceflow
Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym
reinforcement-learning dqn openai-gym deep-rl prioritized-replay double-dqn async-dqn a3c
Language:Python 12
hiwonjoon / cs294-deep-rl-hw
Berkeley DeepRL Homework
berkeley cs294 deep-rl
Language:Jupyter Notebook 11
KanishkNavale / AI-for-Robot-Tasks
This repository implements the use of AI for robot tasks.
robotics reinforcement-learning python pyotrch ddpg-algorithm parametric-exploration-noise prioritized-experience-replay openai-gym rai-python university-project opencv-python solidworks urdf-models trajectory-planning object-detection object-sorting artificial-intelligence deep-learning deep-rl numba
Language:Python 9
Yangyangii / Curiosity-Driven-A2C
Implementation of Curiosity-Driven Exploration with PyTorch
a2c a3c a3c-curiosity actor-critic cartpole curiosity curiosity-driven curiosity-rl deep-rl
Language:Jupyter Notebook 8
lgvaz / rlbox
RLbox: Solving OpenAI Gym with TensorFlow
deep-reinforcement-learning tensorflow openai-gym dqn deep-rl ppo proximal-policy-optimization atari mujoco continuous-control
Language:Python 7
aai-institute / tfl-training-rl
transferlab training deep-reinforcement-learning deep-rl reinforcement-learning rl
Language:Jupyter Notebook 6
kkhetarpal / unrealwithattention
Attend Before you Act: Leveraging human visual attention for continual learning
human-visual-attention unreal attend-before-you-act auxiliary-tasks deep-rl
Language:Jupyter Notebook 6
leolellisr / poke_RL
Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.
pokemon reinforcement-learning monte-carlo sarsa-lambda qlearning function-approximation game dqn double-dqn ppo ppo2 deep-reinforcement-learning deep-rl reinforce pokemon-showdown
Language:Jupyter Notebook 5
holarissun / Accountable-Offline-RL
Code for NeurIPS 2023 paper Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples
behavioral-cloning deep-rl interpretable-machine-learning offline-rl offlinerl reinforcement-learning xai batched-control interpretable-reinforcement-learning offline-control
Language:Python 4
FeiyuYangAIOptimPlanning / DRLA-eTGM
DRLA-eTGM
reinforcement-learning deep-rl single-track-rail train-scheduling
3
daniel-furman / HyperSpectralDRL
Deep RL for unsupervised hyperspectral band selection.
computer-vision double-deep-q-network soft-actor-critic deep-rl
Language:Jupyter Notebook 2
reza-ebrahimi / awesome-autonomous-systems
A curated list of awesome intelligent autonomous systems ecosystem
awesome autonomous autonomous-systems reinforcement-learning deep-reinforcement-learning deep-rl machine-learning
2
albjerto / moon-landing
Deep Q-Learning algorithms to solve LunarLander-v2.
dqn ddqn dueling-dqn dueling-ddqn double-dqn reinforcement-learning rl openai-gym lunarlander-v2 python pytorch deep-rl
Language:Python 1
ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
deep-reinforcement-learning reinforcement-learning-algorithms reinforcement-learning sutton-barto-book sutton-book monte-carlo-methods temporal-difference-algorithms grokking-algorithms deep-rl
Language:Jupyter Notebook 1
gbartyzel / yadrl
Yet another deep reinforcement learning
deep-reinforcement-learning deep-rl dqn ddpg td3 double-dqn ddqn dueling-ddqn dueling-dqn noisynet-dqn categorical-dqn multi-step-dqn sac qr-dqn distributional-ddpg
Language:Python 1
ishanshukla97 / Deep-Q-Network
Simple DQN implementation in jupyter notebook
tensorflow keras dqn-tensorflow notebook-jupyter deep-rl
Language:Jupyter Notebook 1
kamenbliznashki / learn_to_move
My solution to the NeurIPS challenge Learn to Move: Walk Around
reinforcement-learning deep-rl normalizing-flows neurips-2019 tensorflow
Language:Python 1
NUS-LID / RENAULT
Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learning
deep-reinforcement-learning data-efficient-learning deep-q-learning deep-rl deep-learning off-policy model-free-rl ensemble-learning auxiliary-tasks multi-task-learning
Language:Python 1
victor-iyi / deep-RL
Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.
reinforcement-learning artificial-intelligence ai deep-rl deep-reinforcement-learning machine-learning temporal-difference policy-network a3c actor-critic policy-gradient ppo proximal-policy-optimization
Language:Python 1
ebrahimpichka / vanilla-pg
Simple PyTorch implementation of the Vanilla Policy Gradient algorithm.
deep-learning deep-reinforcement-learning deep-rl reinforcement-learning rl actor-critic policy-gradient pytorch pytorch-implementation turorial
Language:Python

deep-rl

lexfridman / mit-deep-learning

lexfridman / deeptraffic

devendrachaplot / Neural-SLAM

kengz / awesome-deep-rl

MishaLaskin / curl

devendrachaplot / Object-Goal-Navigation

gxywy / rl-plotter

CapsuleEndoscope / VirtualCapsuleEndoscopy

LJ147 / spinningup

YiqinYang / ICQ

epignatelli / navix

chandar-lab / Recall2Imagine

manantomar / Mirror-Descent-Policy-Optimization

jakegrigsby / super_sac

qiwihui / spinningup

aminkhani / Deep-RL

dbobrenko / reinforceflow

hiwonjoon / cs294-deep-rl-hw

KanishkNavale / AI-for-Robot-Tasks

Yangyangii / Curiosity-Driven-A2C

lgvaz / rlbox

aai-institute / tfl-training-rl

kkhetarpal / unrealwithattention

leolellisr / poke_RL

holarissun / Accountable-Offline-RL

FeiyuYangAIOptimPlanning / DRLA-eTGM

daniel-furman / HyperSpectralDRL

reza-ebrahimi / awesome-autonomous-systems

albjerto / moon-landing

ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning

gbartyzel / yadrl

ishanshukla97 / Deep-Q-Network

kamenbliznashki / learn_to_move

NUS-LID / RENAULT

victor-iyi / deep-RL

ebrahimpichka / vanilla-pg