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399 search results found

Rlassistant ⭐ 19

RLA is a tool for managing your RL experiments automatically

Multi Agent Drl ⭐ 18

Multi-agent deep reinforcement learning research

Coursera Deeplearning.ai Stanford University Machine Learning Specialization ⭐ 18

This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.

Vision2022 ⭐ 18

Slides of "Machine Vision" course by Zhejiang University Student Smart Factory Innovation Club 浙江大学学生智能工厂创新俱乐部《智能工厂软机器视觉教学》社团精品课程

Advanceddeeplearning ⭐ 18

Advanced Deep Learning

Machine Learning And Reinforcement Learning In Finance Specialization ⭐ 18

Reinforce Your Career: Machine Learning in Finance. Extend your expertise of algorithms and tools needed to predict financial markets.

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Dlfnd Quadcopterrl ⭐ 17

Colab notebooks for the Robotic Vision Summer School

Heating Rl Agent ⭐ 17

A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.

Notebookexplore ⭐ 17

A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched to the ☁️ for use and experimentation. No setup needed, just launch it 🚀

Deep_rl_pong_keras ⭐ 16

Deep Reinforcement Learning Policy Gradients Method - Pong game - Keras

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

Rl_representations ⭐ 16

Learning representations for RL in Healthcare under a POMDP assumption

Veincv Rl ⭐ 16

Near-Infrared-to-Visible Vein Imaging via Convolutional Neural Networks and Reinforcement Learning

Finance World ⭐ 16

Optimization techniques on the financial area for the hedging, investment starategies, and risk measures

Activevisionmanipulation ⭐ 16

Reinforcement Learning of Active Vision for Manipulating Objects under Occlusions

Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.

Multi_agent_deep_reinforcement_learning ⭐ 16

Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.

Chemgymrl ⭐ 16

Dnd Lstm ⭐ 16

A pytorch implementation of LSTM cell with a differentiable neural dictionary, based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall.

Rllib_tutorials ⭐ 16

RLlib tutorials

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Offlinerl ⭐ 15

Experiment for Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning

Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.

https://mlabonne.github.io/blog/

AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning

Hftframework ⭐ 15

Market making algorithmic trading framework used to test reinforcement learning on " A reinforcement learning approach to improve the performance of the Avellaneda-Stoikov market-making algorithm "

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

Symmetricrl ⭐ 15

Repo for "On Learning Symmetric Locomotion"

Pytorch Deep Bayesian Bandits ⭐ 15

PyTorch port and extension of the Deep Bayesian Bandits Library

Landing A Rocket With Simple Reinforcement Learning ⭐ 14

This repo gives an example of using a simple method of reinforcement learning to beat the Lunar Lander environment. The agent uses a combination of CEM and neural networks using the pytorch library.

Privacy Preserving Bandits ⭐ 14

Privacy-Preserving Bandits (MLSys'20)

Ml4industry ⭐ 14

Machine Learning course at Linköping University for Industry

Machine Learning Summer Schools ⭐ 14

Curated materials for different machine learning related summer schools

Labs and homeworks done during the Master Mathematics, Vision, Learning (MVA) at ENS Paris-Saclay.

Alphanlholdem ⭐ 14

An unoffical implementation of AlphaHoldem. 1v1 nl-holdem AI.

Maze_solver ⭐ 14

This project solves self-made maze in a variety of ways: A-star, Q-learning and Deep Q-network.

Contentmaskedloss ⭐ 14

Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent. Code for AAAI'21 Paper.

Rl Manufacturing ⭐ 13

Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement Learning Algorithms>

Reinforcement learning for deep brain stimulation (DBS) modeling

Sample Efficient Bayesian Rl ⭐ 13

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

Control Synthesis from Linear Temporal Logic Specifications using Model-Free Reinforcement Learning

Ai Playground ⭐ 13

Unsorted Playground for Machine Learning, Reinforcement Learning and other AI Experiments

Mixed_autonomy_intersections ⭐ 13

[ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections

Serpent's Awesome, but, unfortunately, it's too expensive. Let's see what we can do about that

Dl Illustrated ⭐ 12

<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소

Ws 18 19 Deep Learning Tutorial ⭐ 12

Deep Learning and Artificial Intelligence Tutorial @ LMU WS 2018/19

Control Notes ⭐ 12

Notes on topics ranging from Recurrent Newtorks to Automatic Control and Reinforcement Learning

Uav Based Cellular Communication Multi Agent Drl Solution ⭐ 12

UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management

1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"

Artificial_curiosity ⭐ 12

Adaptive Reinforcement Learning of curious AI basketball agents

Deep Rl Tutorial ⭐ 12

A Tutorial on Deep Reinforcement Learning in PyTorch

Animated interactive visualization of Value-Iteration and Q-Learning in a Stochastic GridWorld environment.

Code associated with "Anxiety, avoidance, and sequential evaluation"

Reinforcement Learning Practice Zh ⭐ 12

强化学习-中文笔记&资源-以python实例为主-由浅入深

Hindsight_experience_replay ⭐ 11

A tensorflow implementation of hindsight experience replay

Upgrad_pgdmlai ⭐ 11

assignments and group case studies from PGDMLAI course by upGrad & IIITB

Flock_env ⭐ 11

Boid flock multi-agent RL training environment

A JAX Implementation of the Twin Delayed DDPG Algorithm

Deep Learning Andrewng Deeplearning.ai ⭐ 11

Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera

Ai Parking Unity ⭐ 11

A RL project focussed on autonomous parking, using Unity's MLAgents toolkit.

Building and Training a Rotary Inverted Pendulum robot

Code repository for the research project "You Play Ball, I Play Ball: Bayesian Multi-Agent Reinforcement Learning for Slime Volleyball", won 1st Prize at 17th STePS.

Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]

Rldqtrading ⭐ 10

An example and description to Reinforcement Learning DQN model and dataformats for trading

Mod6project ⭐ 10

Training autonomous vehicles with Augmented Random Search algorithm in the Carla driving simulator. Flatiron Capstone Project.

This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.

Ads Optimization ⭐ 10

Optimizing the best Ads using Reinforcement learning Algorithms such as Thompson Sampling and Upper Confidence Bound.

Study about Artificial Intelligence 🤖, Machine Learning 🚀, and Deep Learning 🧬. Plus, Electrical Engineering ⚡ and Computer Science 💻.

Mastering Tensorflow ⭐ 10

Author's copy of the Mastering TensorFlow Book's Repo

Ai_research ⭐ 10

This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

Ml_wirelesscomm ⭐ 10

Machine Learning Applications in Wireless Communications - Project work

Coursera Guided Projects 2021 ⭐ 10

Coursera Guided Projects 2021

Apprenticeship_inverse_rl ⭐ 10

Apprenticeship Learning with Inverse Reinforcement Learning

Rltutorialkeras ⭐ 10

Coursera Machine Learning And Reinforcement Learning In Finance ⭐ 10

Note about cousera online course: ml and rl in finance

Actionrobustrl ⭐ 10

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

Airlab Retail ⭐ 10

RetaiL: A Simulation Framework for Monitoring and Reducing Food Waste in Grocery Stores

Rl_workshop ⭐ 9

Step into the AI Era: Deep Reinforcement Learning Workshop

Openaigymsolution ⭐ 9

Solutions to OpenAI Gym

Reward Estimator Iclr ⭐ 9

Reward Estimation for Variance Reduction in Deep Reinforcement Learning

Muesli Lunarlander ⭐ 9

Muesli RL algorithm implementation (PyTorch) (LunarLander-v2)

Deeprl P1 Navigation ⭐ 9

Project 1 of Udacity's Deep Reinforcement Learning nanodegree program

Professional Workshop 3 ⭐ 9

上海交通大学致远数学方向专业研讨课3 [计算神经科学专题]

Neuroracer ⭐ 9

Reinforcement Learning with OpenAI Gym and Gazebo Environment

Pommerman ⭐ 9

💣 Bomberman deep reinforcement learning challenge in PyTorch

Munchausen Rl ⭐ 9

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

State Space Models for Reinforcement Learning in Tensorflow

Reinforcement ⭐ 9

Reinforcement learning modular with pytorch

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Machine Learning Notebooks ⭐ 9

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

Ece590hineman ⭐ 9

Repository for course materials for ECE 590 Scalable Reinforcement Learning

Rl Coursera ⭐ 9

Implementations of Coursera Reinforcement Learning Specialization

Reinforcement_learning_tutorials_in_chinese ⭐ 8

Reinforcement Learning, Tutorials in Chinese

Ml Algorithms On Scikit And Keras ⭐ 8

Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..

Pomdp_rlsepsis ⭐ 8

Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Deep_learning ⭐ 8

DL. Some background knowledge in High School level calculus and Python Programming would be helpful. A compilation of resources.

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