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ddpg

Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm

ddpg-in-continuous-action-domain

[Implementation]

deep-reinforcement-learning-family

for learning and researching on DRL

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

deformingthings4d

[ICCV 2021] A dataset of non-rigidly deforming objects.

dgcnn

diffae

Official implementation of Diffusion Autoencoders

distributed-ppo

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).

distributed-proximal-policy-optimization

[Code]

does-drl-learn-to-navigate

Do deep reinforcement learning algorithms really learn to navigate?

drl_pytorch

DRL algorithms implemented with Pytorch

fkaconv

ga3c-deepnavigation

Implementation of DeepMind paper - "Learning to Navigate in Complex Environments"

gail

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

hybrik

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

impala

Implement IMPALA architecture from Distributed Deep-RL Paper.

intelligent-resource-management-in-blockchain-based-cloud-datacenters

[간단 번역]

irl-lab

An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.

lattice-regression

Eric K. Garcia , Maya R.Gupta에 대한 공부 기록 및 리뷰 입니다.

learned-motion-matching

A neural-network-based generative model for video-game characters animations

learning-to-communicate

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

maddpg

mametoolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

marlo

Multi Agent Reinforcement Learning using MalmÖ

mathematics-for-machine-learning-list

[Site & Reference List]

meshnet

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)