policy-gradient

23 proyectos comparten este topic de GitHub

Las líneas conectan a los miembros que están mediblemente relacionados entre sí. El tamaño de los puntos refleja las estrellas.

🧬 Miembros

easy-rl

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

★ 14.5k

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

★ 9.5k

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

★ 4.6k

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

★ 3.7k

PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

★ 2.4k

SLM-Lab

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

★ 1.4k

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and…

★ 1.3k

btgym

Scalable, event-driven, deep-learning-friendly backtesting library

★ 1k

Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

★ 860

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

★ 767

awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

★ 713

Deep-RL-Keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

★ 550

text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

★ 529

rl_algorithms

Structural implementation of RL key algorithms

★ 517

Deep-Reinforcement-Learning-With-Python

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

★ 475

pytorch-rl

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

★ 453

Reinforcement_Learning

Reinforcement learning tutorials

★ 412

lagom

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

★ 378

Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI,…

★ 369

trpo

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

★ 364

evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It…

★ 343

openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

★ 327

HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning…

★ 308

Medido a partir de los temas de GitHub compartidos por ambos proyectos, ponderado por cuán raros son cada uno de los temas.