630 Open source projects that are alternatives of or similar to Tensorflow_rlre

Reinforcement Learning Workshop for Data Science BKK

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Coding Demos from the School of AI's Move37 Course

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

A Trading environment base on Gym

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

Machine learning, in numpy

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

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

Reinforcement learning for energy systems

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

A power network simulator with a Reinforcement Learning-focused usage.

Deep Reinforcement Learning for Keras.

OpenAI's cartpole env solver.

Code repository for the Animal AI Olympics competition

A selection of state-of-the-art research materials on decision making and motion planning.

Guided Policy Search

A comprehensive autonomous decentralized systems framework for AI control architects.

基于深度学习的开源中文关系抽取框架

👤 Multi-Armed Bandit Algorithms Library (MAB) 👮

Implementations of selected inverse reinforcement learning algorithms.

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

A curated list of awesome knowledge graph tutorials, projects and communities.

Machine learning and data science blog.

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

An open source framework for research in Embodied-AI from AI2.

Hearthstone simulator using C++ with some reinforcement learning

Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

A curated list of awesome links and software libraries that are useful for robots.

A course in reinforcement learning in the wild

🤖 Implements of Reinforcement Learning algorithms.

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

中文实体关系抽取，pytorch，bilstm+attention

A PyTorch implementation of Rainbow DQN agent

Arnold - DOOM Agent

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Direct Future Prediction (DFP ) in Keras

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

Our NIPS 2017: Learning to Run source code

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

Relation Extraction 中文关系提取

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

self-studying the Sutton & Barto the hard way

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Python Implementation of Reinforcement Learning: An Introduction

Repository to accompany RSS 2018 paper on dexterous hand manipulation

Codebase for the Summary Loop paper at ACL2020