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ddpg

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

ddpg-1

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

deep-reinforcement-learning-with-pytorch

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

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepmimic

Motion imitation with deep reinforcement learning.

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprl_network

multi-agent deep reinforcement learning for networked system control.

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

dop

Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

dreamer-1

Dream to Control: Learning Behaviors by Latent Imagination

easy-scraping-tutorial

Simple but useful Python web scraping tutorial code.

ehviewer

An Unofficial E-Hentai Application for Android

eiti-edti

Codes accompanying the paper "Influence-Based Multi-Agent Exploration" (ICLR 2020 spotlight)

evolution-strategies-starter

Starter code for Evolution Strategies

evolutionary-algorithm

Evolutionary Algorithm using Python

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facmac

fast-rcnn

Fast R-CNN

fastmaskrcnn

Mask RCNN in TensorFlow

feudal-montezuma

Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

finrl

FinRL: Financial Reinforcement Learning. 🔥

game-of-life

Simple Python implementation of Conway's game of life and other cellular automata, computed using numpy.fft

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN