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GitHub topics: deep-reinforcement-learning

utsimul/SwanField

Multi Agent Deep Reinforcement Learning consisting of Asset level agents, Domain level agents and a Master agent

Language: Python - Size: 7.21 MB - Last synced at: about 6 hours ago - Pushed at: about 8 hours ago - Stars: 0 - Forks: 0

Shinichi0713/Reinforce-Learning-Study

this is the codes which is in accordance with reinforcement-learning

Language: C++ - Size: 238 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 1 - Forks: 0

kier091995/BESS-Pricing

🔋 Optimize battery dispatch using a rainflow-aware DQN that tracks degradation and enhances performance with advanced features for reliable results.

Language: Python - Size: 1.3 MB - Last synced at: about 21 hours ago - Pushed at: about 23 hours ago - Stars: 0 - Forks: 0

gluppler/HelloPython-AI-ML

A modular AI & Machine Learning sandbox built from scratch with Python — starting with NumPy fundamentals and expanding into OpenCV, Matplotlib, PyTorch, and Keras for progressive learning and experimentation.

Language: Python - Size: 5.95 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

msmrexe/tf-atari-dqn-breakout

A TensorFlow and Gymnasium implementation of the Deep Q-Learning (DQN) algorithm, trained to play Atari Breakout directly from pixel inputs. Based on the Mnih et al. (2013) paper.

Language: Python - Size: 35.2 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Miahy03/Machine-Learning-Algorithms-From-Scratch

🤖 Build a solid foundation in machine learning by implementing algorithms from scratch using Python and NumPy for clear understanding and practical skills.

Language: Python - Size: 180 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

AI4Finance-Foundation/FinRL-Trading

For trading. Please star.

Language: Jupyter Notebook - Size: 180 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,489 - Forks: 822

godpeny/pages

Godpeny Github Page :)

Language: TypeScript - Size: 82.3 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

Skw3mdy/Reinforcement-Learning-Projects

🤖 Explore reinforcement learning techniques with projects including a taxi agent using Q-Learning and a DQN-based Space Invaders agent.

Language: Jupyter Notebook - Size: 4.65 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

tuan-nv0505/Snake-double-deep-Q-learning

Deep Q-learning (DQL) for playing Snake game

Language: Python - Size: 84 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 0

kengz/awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

Size: 139 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 824 - Forks: 79

NoteDance/Note_rl

Reinforcement learning library for Keras and PyTorch.

Language: Python - Size: 1.03 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 0

Spray6T9/dexter

🤖 Analyze financial data with Dexter, an autonomous research agent that plans and learns to deliver accurate, data-driven insights.

Language: Python - Size: 104 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

yasin-is-9-year-old/continuous_time_rl_for_alm

🤖 Leverage continuous-time reinforcement learning to optimize asset-liability management and enhance financial decision-making.

Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

tiubo/Stochastic-Control-for-Continuous-Time-Portfolios----Deep-Reinforcement-Learning-for-Dynamic-Asset

🚀 Optimize your portfolio with deep reinforcement learning, achieving superior returns and risk management in dynamic asset allocation.

Language: Python - Size: 11.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

cbailes/awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

Size: 134 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 1,770 - Forks: 327

marojeff123/Snake-double-deep-Q-learning

🐍 Implement deep Q-learning to enhance the Snake game experience, enabling smarter gameplay strategies and improved learning performance.

Language: Python - Size: 57.6 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

NoteDance/Note

Machine learning library, Distributed training, Deep learning, Reinforcement learning, Models, TensorFlow, PyTorch

Language: Python - Size: 11.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 69 - Forks: 2

Project-Group-BTP/Multi-UAV-Mobile-Edge-Computing-Hybrid-Optimization

Multi-UAV Assisted Mobile Edge Computing: A hybrid optimization approach of combining multi-agent RL techniques with collaborative and adaptive caching policies for supporting mobile edge computing through UAVs.

Language: Python - Size: 4.78 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 10 - Forks: 0

jgvictores/awesome-deep-reinforcement-learning

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Size: 3.32 MB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 203 - Forks: 33

Tetramputechture/npp-rl

Deep reinforcement learning for the game N++

Language: Python - Size: 121 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 4 - Forks: 0

adeotti/PPO

Proximal Policy Optimization (PPO) implementation on Gym-SupermarioBros and CartPole (Pytorch)

Language: Jupyter Notebook - Size: 422 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

kuailehaha/liuzhou

六洲棋AI,使用AlphaZero风格的深度强化学习

Language: Python - Size: 305 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 5 - Forks: 0

ramzibjd19/Deep-Reinforcement-Learning-With-Pytorch

🤖 Implement classic and state-of-the-art deep reinforcement learning algorithms using clear PyTorch code for easy understanding and application.

Language: Python - Size: 6.94 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 2

diyuyuyu/Deep-Learning

🤖 Explore deep learning architectures like ANN, CNN, RNN, and LSTM to enhance your understanding of machine learning and neural networks.

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

m-wojnar/reinforced-lib

Reinforcement learning library

Language: Python - Size: 1.46 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 64 - Forks: 4

Muturi-Kelvin/free-algorithm-learning

🚀 Explore algorithms interactively with our learning platform, designed for ease and engagement. Join us as we open source code and tutorials soon!

Size: 1.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 1

saif99j/GAIL

🌊 Implement advanced algorithms for USV path planning using reinforcement and imitation learning, ensuring efficient and safe navigation in complex environments.

Language: Python - Size: 1.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

salesforce/ai-economist 📦

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Language: Python - Size: 2.14 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 89 - Forks: 25

MITDeepLearning/introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Language: Jupyter Notebook - Size: 176 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 8,234 - Forks: 4,321

pravinkumarelangovan/ml-from-scratch

🔍 Explore machine learning by building algorithms from scratch in Python, comparing results with existing libraries, and enhancing your understanding.

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 1

AqwamCreates/DataPredict

Lua-Based Machine, Deep And Reinforcement Learning Library (For Roblox And Pure Lua). Contains Over 65 Models!

Language: Lua - Size: 27.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 3

lotlouischoitslab/Autonomous_Vehicles_Simulator

Autonomous Vehicles Simulator using Deep Reinforcement Learning

Language: Python - Size: 400 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

Unity-Technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Language: C# - Size: 2.81 GB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 18,791 - Forks: 4,382

Dante-Berth/PhysiGym

PhysiGym is a tool for applying reinforcement learning to PhysiCell

Language: Python - Size: 146 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 3

keyhankamyar/keyhankamyar

Machine Learning Engineer

Size: 8.79 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

thc1006/sdr-o-ran-platform

Production-ready SDR-O-RAN platform for satellite NTN communications with AI/ML optimization (DRL) and quantum-safe cryptography (NIST PQC). 8,814 lines of code. Open-source 5G/6G research platform.

Language: Python - Size: 5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

AgileRL/AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

Language: Python - Size: 61.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 836 - Forks: 66

KristianHolme/DRiL.jl

An attempt at implementing a Deep Reinforcement Learning package

Language: Julia - Size: 364 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

lukehollis/three-mlagents

Three.js + Torch implementation of Unity's ML-Agents framework for agent training and visualization in browser

Language: Python - Size: 39.3 MB - Last synced at: 7 days ago - Pushed at: 30 days ago - Stars: 24 - Forks: 1

carla-simulator/carla

Open-source simulator for autonomous driving research.

Language: C++ - Size: 2.21 GB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 13,162 - Forks: 4,268

kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Language: Python - Size: 4.7 MB - Last synced at: about 20 hours ago - Pushed at: about 22 hours ago - Stars: 1,309 - Forks: 278

thesuryanarayanan/routing_app

This project provides comprehensive solutions for vehicle routing, delivery scheduling, and optimization in logistics operations.

Language: Java - Size: 86.9 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

pareshrchaudhary/goat_overcooked

This is repository for GOAT experiments on multi agent overcooked environment.

Language: Python - Size: 484 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

Ricardo711/Machine-Learning-

Language: Jupyter Notebook - Size: 4.14 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 1

alessiodm/drl-zh

Deep Reinforcement Learning: Zero to Hero!

Language: Jupyter Notebook - Size: 54.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2,208 - Forks: 93

microsoft/AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Language: C++ - Size: 359 MB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 17,617 - Forks: 4,802

AI4Finance-Foundation/FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Language: Jupyter Notebook - Size: 80.1 MB - Last synced at: 8 days ago - Pushed at: 21 days ago - Stars: 12,985 - Forks: 2,985

is3rlab/is3rlab.github.io

Intelligent Social Systems and Swarm Robotics Lab (IS3R)

Language: HTML - Size: 213 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3 - Forks: 3

MishaLaskin/curl

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

Language: Python - Size: 2.16 MB - Last synced at: 4 days ago - Pushed at: about 5 years ago - Stars: 595 - Forks: 91

yandexdataschool/Practical_RL

A course in reinforcement learning in the wild

Language: Jupyter Notebook - Size: 47 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 6,323 - Forks: 1,769

EdanToledo/Stoix

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

Language: Python - Size: 14.7 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 364 - Forks: 43

LeelaChessZero/lc0

Open source neural network chess engine with GPU acceleration and broad hardware support.

Language: C++ - Size: 38.8 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,821 - Forks: 594

AndrejOrsula/drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

Language: Python - Size: 1.06 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 487 - Forks: 63

keiohta/tf2rl

TensorFlow2 Reinforcement Learning

Language: Python - Size: 8.61 MB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 476 - Forks: 103

ecstayalive/VisionServoGrasp

Vision-based robotic arm grasping using deep reinforcement learning

Language: Python - Size: 224 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 2

omarelfiki/unity-ml-drl-data

Collecting data on agents training in Unity 3D simulations and analyzing it with machine learning. Part of Maastricht University - FSE DACS

Language: C# - Size: 66.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

mikeroyal/LiDAR-Guide

LiDAR Guide

Language: Python - Size: 138 KB - Last synced at: about 3 hours ago - Pushed at: almost 2 years ago - Stars: 93 - Forks: 15

google/trax

Trax — Deep Learning with Clear Code and Speed

Language: Python - Size: 162 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 8,291 - Forks: 827

manjavacas/flavorl

RL environment for meal recommendations.

Language: Python - Size: 105 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

atonkamanda/awesome-ai-brain-computer-interface

Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.

Size: 109 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 96 - Forks: 4

AlanLaboratory/UnrealMLAgents

The Unreal ML Agents Toolkit is an open-source project that enables Unreal Engine games and simulations to serve as environments for training intelligent agents using deep reinforcement learning. This project is a port of Unity ML-Agents, adapted to work within Unreal Engine.

Language: Python - Size: 17.5 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 56 - Forks: 7

ayeenp/Deep-RL-Notebooks

Deep Reinforcement Learning Course Notebooks: Model and Algorithm Implementations and Experiments

Language: Jupyter Notebook - Size: 47.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 1

mrdmnd/portunus

A work-in-progress World of Warcraft Reinforcement Learning tool capable of finding optimal control policies for mythic+ speedruns.

Language: Lua - Size: 3.01 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 6 - Forks: 0

huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

Language: MDX - Size: 54.4 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 4,568 - Forks: 734

StavrosOrf/EV2Gym

A V2G Simulation Environment for large scale EV charging optimization

Language: Python - Size: 117 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 156 - Forks: 37

Sylar009/Applied-AI-Machine-Learning

This repository contains the lectures learning, assignments, projects and case studies of Applied AI Machine learning Course

Language: Jupyter Notebook - Size: 714 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

acsicuib/DRL-AC-Allocation

Multi-objective application placement in fog computing using graph neural network-based reinforcement learning

Language: Jupyter Notebook - Size: 4.44 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 9 - Forks: 5

ZIYU-DEEP/Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

Size: 5.04 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 376 - Forks: 47

mounirmelzi/chehab

Fully Homomorphic Encryption (FHE) Compiler

Language: C++ - Size: 140 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

opendilab/awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

Size: 589 KB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 4,167 - Forks: 251

LucasAlegre/sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Language: Python - Size: 41.3 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 916 - Forks: 238

accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 320 - Forks: 92

MushroomRL/mushroom-rl

Python library for Reinforcement Learning.

Language: Python - Size: 80.4 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 913 - Forks: 154

JuliaReinforcementLearning/ReinforcementLearning.jl

A reinforcement learning package for Julia

Language: Julia - Size: 19.4 MB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 642 - Forks: 108

whanyu1212/QuantRL-Lab

Reinforcement Learning Testbed for Quantitative Trading

Language: Jupyter Notebook - Size: 1.48 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 7 - Forks: 1

cloudpetticoats/deep-reinforcement-learning

Deep reinforcement learning algorithms implemented using PyTorch, including DQN、DDPG、PPO、SAC、DDQN、Noisy-DQN.

Language: Python - Size: 9.62 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 31 - Forks: 6

micahondiwa/applied-ai

Deep Learning for Computer Vision: A collection of 6 end-to-end applied AI projects focusing on training Neural Networks.

Language: Jupyter Notebook - Size: 3.62 GB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 4 - Forks: 3

aravindsrinivas/neural-mpc

Language: Python - Size: 37.1 KB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 73 - Forks: 16

RyanTmi/mf-optimal-execution

Research code for my memoir on Mean-Field Optimal Execution. Implements and compares deep learning methods for solving Mean-Field formulations of optimal execution under price impact.

Language: Jupyter Notebook - Size: 6.15 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

tigerneil/awesome-deep-rl

For deep RL and the future of AI.

Language: HTML - Size: 1.92 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 1,481 - Forks: 221

AqwamCreates/DataPredict-Neural

TensorFlow-like Deep Learning Library (For Roblox And Pure Lua).

Language: Lua - Size: 11.1 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 1

navneet-nmk/pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Language: Python - Size: 97.1 MB - Last synced at: 14 days ago - Pushed at: over 6 years ago - Stars: 451 - Forks: 55

diambra/arena

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

Language: Python - Size: 212 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 349 - Forks: 26

opendilab/awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)

Size: 647 KB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 1,362 - Forks: 69

PiperLiu/Reinforcement-Learning-practice-zh

强化学习-中文笔记&资源-以python实例为主-由浅入深

Language: Jupyter Notebook - Size: 99.7 MB - Last synced at: 6 days ago - Pushed at: almost 5 years ago - Stars: 107 - Forks: 28

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Language: Python - Size: 135 MB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 8,035 - Forks: 866

DLR-RM/rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Language: Python - Size: 3.83 MB - Last synced at: 22 days ago - Pushed at: 2 months ago - Stars: 2,577 - Forks: 569

facebookresearch/habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Language: Python - Size: 271 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2,594 - Forks: 592

qlan3/Elephant

Elephant activation function is a novel class of activation functions designed to enhance the resilience of neural networks to catastrophic forgetting.

Language: Python - Size: 26.6 MB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

cair/deep-rts

A Real-Time-Strategy game for Deep Learning research

Language: C++ - Size: 16.2 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 235 - Forks: 41

tachyon-beep/townlet

A small-town life simulation that explores emergent behaviour in a population of reinforcement-learning agents.

Language: Python - Size: 5.32 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

alex-pierron/FAIR_RIS_AI

Investigating AI fairness vulnerabilities in RL-driven RIS for B5G/6G networks. Research toolkit for bias analysis, mitigation strategies, and robust wireless communication systems.

Language: Python - Size: 57 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 1

NoteDance/optimizers

This project implements optimizers for TensorFlow and Keras, which can be used in the same way as Keras optimizers. Machine learning, Deep learning

Language: Python - Size: 2.87 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 35 - Forks: 4

FLaTNNBio/GA-DPAMSA

Genetic Algorithm enhanced DPAMSA

Language: Python - Size: 114 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 1

BillyFrcs/AirSim Fork of microsoft/AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Language: C++ - Size: 354 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0

sambuddhac/PowerLASCOPF.jl

Software package for (N-1-1) LASCOPF (Look-Ahead Security Constrained Optimal Power Flow) with post-contingency restoration in terms of thermal line limits. Also includes Distributed Deep Reinforcement Learning (DDRL) based decision making and Electricity Market model simulation among prosumers.

Language: MATLAB - Size: 88.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

devidduma/mujoco-benchmark

MuJoCo benchmark for Deep Reinforcement Learning as provided by Tianshou framework.

Language: Jupyter Notebook - Size: 437 MB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 13 - Forks: 3

AIComputing101/reinforcement-learning-101

An opinionated, end‑to‑end tutorial project for learning Reinforcement Learning (RL) from first principles to deployment. No notebooks. Everything is an explicit, inspectable Python script you can diff, profile, containerize, and ship.

Language: Python - Size: 222 KB - Last synced at: 22 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 0

datamllab/rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Language: Python - Size: 8.22 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 3,253 - Forks: 701

Related Keywords
deep-reinforcement-learning 2,810 reinforcement-learning 1,333 deep-learning 911 pytorch 653 machine-learning 447 dqn 308 python 306 tensorflow 270 deep-neural-networks 224 openai-gym 200 artificial-intelligence 200 ppo 192 ddpg 169 deep-q-network 149 reinforcement-learning-algorithms 148 actor-critic 147 q-learning 132 deep-q-learning 125 ai 118 robotics 118 gym 117 policy-gradient 116 neural-networks 104 keras 100 neural-network 96 python3 94 rl 84 sac 76 multi-agent-reinforcement-learning 74 a2c 70 soft-actor-critic 69 unity 69 computer-vision 65 proximal-policy-optimization 65 td3 62 atari 60 machine-learning-algorithms 57 deeplearning 57 mujoco 57 double-dqn 55 convolutional-neural-networks 55 a3c 54 drl 54 gym-environment 52 dueling-dqn 50 udacity-nanodegree 48 reinforcement-learning-environments 45 ddqn 45 openai 44 reinforcement-learning-agent 44 gymnasium 43 deep-learning-algorithms 41 dqn-pytorch 40 autonomous-driving 40 ddpg-algorithm 38 recurrent-neural-networks 37 prioritized-experience-replay 36 udacity 36 continuous-control 35 ml-agents 35 simulation 35 qlearning 35 pytorch-implementation 34 unity3d 34 data-science 33 artificial-neural-networks 33 game 32 deep-deterministic-policy-gradient 31 ros 31 imitation-learning 31 tensorflow2 31 maddpg 30 machinelearning 30 trpo 29 self-driving-car 29 monte-carlo-tree-search 28 atari-games 27 transfer-learning 26 stable-baselines3 26 autonomous-vehicles 26 cnn 26 lstm 25 pygame 25 transformer 25 reinforce 25 alphazero 25 multiagent-reinforcement-learning 24 keras-tensorflow 24 ppo-pytorch 24 unity-ml-agents 24 deep-rl 24 jax 24 navigation 23 research 22 pybullet 22 deepmind 21 mcts 21 advantage-actor-critic 21 algorithms 21 gazebo 21