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59 search results found

Easy Rl ⭐ 7,315

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Deep_reinforcement_learning_course ⭐ 3,581

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Rl_games ⭐ 598

RL implementations

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

RAD: Reinforcement Learning with Augmented Data

Deep Reinforcement Learning Algorithms ⭐ 235

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Episodic Curiosity ⭐ 142

Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Gym Continuousdoubleauction ⭐ 87

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

The Differentiable Cross-Entropy Method

Rl Workshop ⭐ 69

Reinforcement Learning Workshop for Data Science BKK

Q1physrl ⭐ 68

Quake 1 movement physics reinforcement learning

Reinforcement_learning ⭐ 62

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Super Mario Bros Rl ⭐ 57

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Ppo Pytorch ⭐ 38

Implementation of PPO in Pytorch

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Meta Reinforcement Learning ⭐ 26

Code snippets of Meta Reinforcement Learning algorithms

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Metalwarfareml ⭐ 15

Metal Warfare game for ML-Agents challenge

Tf_practice ⭐ 15

TensorFlow 1.x Practice

Series of deep reinforcement learning algorithms 🤖

Reinforcement learning for deep brain stimulation (DBS) modeling

Deep Reinforcement Learning Notebooks ⭐ 13

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

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

Ai Parking Unity ⭐ 11

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

Rl Practice Keras ⭐ 11

Udacity Deeprl Ppo ⭐ 8

Udacity Deep Reinforecment Learning - Implementation of Proximal Policy Optimization (PPO)

Pytorch_bco ⭐ 7

A PyTorch implementation of BCO

Path Planning And Reinforcement Learning ⭐ 7

We will create a map from the reality and put a diferential robot in there with the aim to use an path planning algorithm through reinforcement learning (PPO)

Data augmentation by generating new samples

Car_racer_gym ⭐ 6

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Super Mario Bros Reinforcement Learning ⭐ 5

My implementation of a reinforcement learning model using Stable-Baselines3 to play the NES Super Mario Bros.

Super Mario Reinforcement Learning (RL) Training Colab notebook with Stable Baseline3 Library

Reinforcement_learning ⭐ 4

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.

ChatMGL: A Large Language Model Fine-tuned for Data Science Questions.

Deep Rl Frameworks ⭐ 4

Comparison of different Deep Reinforcement Learning (DRL) Frameworks. This repository includes "tf-agents", "RLlib" and will soon support "acme" as well.

Your Learning Is In Another Castle ⭐ 4

Custom Reinforcement Learning environment to beat Super Mario World built with retrogym and baselines. Custom Proximal Policy Optimization integration to use keras NN/CNN models.

Reacher Deep Reinforcement Learning ⭐ 3

This is a solution for the second project of the Udacity deep reinforcement learning course. It includes code for training an agent and for using it in a simulation environment.

Imitation Learning ⭐ 3

Imitation learning via Reinforcement Learning using Policy gradient methods and GAIL

Deeprlnd Projects ⭐ 3

Projects from the DeeprlND from Udacity

Distributed Deep Reinforcement Learning framework

Drl Soccer Ppo ⭐ 3

Training a two player soccer team using Advantage Actor Critic (A2C) with Proximal Policy Optimization (PPO) to beat a random team.

Openai Gym Pongdeterministic V4 Ppo ⭐ 3

Ppo Rnd Pommerman ⭐ 2

Using Proximal Policy Optimization and Random Network Distillation on Pommerman

Reinforcement Learning Ponggame ⭐ 2

Reinforcement Learning - PPO (Proximal Policy Optimization) Implementation to Pong Game

AI for Prosthetics NIPS 2018 Challenge. Repo created from helper: https://github.com/seungjaeryanlee/osim-rl-helper

Implementation of N2N learning: Network to Network Compression via Policy Gradient Reinforcement Learning

Stocks Trading Optimized Network Knowledge

Reinforcement Learning Cs ⭐ 2

💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻

Pong_withdrl ⭐ 2

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