muzeroA clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
Stars: ✭ 126 (+260%)
FinRLFinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
Stars: ✭ 3,497 (+9891.43%)
Finrl LibraryFinRL: Financial Reinforcement Learning Framework. Please star. 🔥
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CrowdNav DSRNN[ICRA 2021] Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning
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AI booklet CE-AUTBooklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.
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UnderflowWith underflow, create trafic light clusters that interact together to regulate circulation
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CRNN.tf2Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
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code summarization publicsource code for 'Improving automatic source code summarization via deep reinforcement learning'
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AI使用深度强化学习解决视觉跟踪和视觉导航问题
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datascience-mashupIn this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.
Stars: ✭ 36 (+2.86%)
neural-mpcNo description or website provided.
Stars: ✭ 54 (+54.29%)
TTS tfWIP Tensorflow implementation of https://github.com/mozilla/TTS
Stars: ✭ 14 (-60%)
racing dreamerLatent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing
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pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
Stars: ✭ 25 (-28.57%)
Reinforcement LearningDeep Reinforcement Learning Algorithms implemented with Tensorflow 2.3
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alpha sigmaA pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.
Stars: ✭ 134 (+282.86%)
AutoPentest-DRLAutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning
Stars: ✭ 196 (+460%)
AlphaNPIAdapting the AlphaZero algorithm to remove the need of execution traces to train NPI.
Stars: ✭ 71 (+102.86%)
pokeaiDevelop ultimate AI Pokémon trainer
Stars: ✭ 18 (-48.57%)
imitation learningPyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
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DDPGEnd to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
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tfworldhackathonGitHub repo for my Tensorflow World hackathon submission
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ExplorerExplorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (+54.29%)
Brain-Tumor-SegmentationAttention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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RLReinforcement Learning Demos
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pytorch-hdqnHierarchical-DQN in pytorch (not actively maintained)
Stars: ✭ 36 (+2.86%)
UnitBoxUnitBox: An Advanced Object Detection Network
Stars: ✭ 23 (-34.29%)
semantic-guidanceCode for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.
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MP-DQNSource code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
Stars: ✭ 99 (+182.86%)
datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
Stars: ✭ 53 (+51.43%)
GrouProxFedGroup, A Clustered Federated Learning framework based on Tensorflow
Stars: ✭ 20 (-42.86%)
Carla-ppoThis repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
Stars: ✭ 122 (+248.57%)
Deep-Reinforcement-Learning-CS285-PytorchSolutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
Stars: ✭ 104 (+197.14%)
DeepLearningFlappyFrogFlappy Frog hack using Deep Reinforcement Learning (Deep Q-learning). 暴力膜蛤不可取。
Stars: ✭ 16 (-54.29%)
rtrlPyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)
Stars: ✭ 57 (+62.86%)
minervaAn out-of-the-box GUI tool for offline deep reinforcement learning
Stars: ✭ 80 (+128.57%)
QuantumSpeech-QCNNIEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
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deep autovimlBuild tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
Stars: ✭ 98 (+180%)
face-mask-detection-tf2A face mask detection using ssd with simplified Mobilenet and RFB or Pelee in Tensorflow 2.1. Training on your own dataset. Can be converted to kmodel and run on the edge device of k210
Stars: ✭ 72 (+105.71%)
Reinforcement Learning CourseCurso de Aprendizaje por Refuerzo, de 0 a 100 con notebooks y slides muy sencillas para entenderlo todo perfectamente.
Stars: ✭ 18 (-48.57%)
drift drlHigh-speed Autonomous Drifting with Deep Reinforcement Learning
Stars: ✭ 82 (+134.29%)
Tensorflow-YOLACTImplementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
Stars: ✭ 97 (+177.14%)
labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Stars: ✭ 1,213 (+3365.71%)
ntgaCode for "Neural Tangent Generalization Attacks" (ICML 2021)
Stars: ✭ 33 (-5.71%)
multi view ramNo description or website provided.
Stars: ✭ 26 (-25.71%)
godpaper🐵 An AI chess-board-game framework(by many programming languages) implementations.
Stars: ✭ 40 (+14.29%)
G-SimCLRThis is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
Stars: ✭ 69 (+97.14%)
tf-faster-rcnnTensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones
Stars: ✭ 88 (+151.43%)
tensorflow-rbmTensorflow implementation of the Restricted Boltzmann Machine
Stars: ✭ 308 (+780%)