GitHub

Kaolin: A Pytorch Library for Accelerating 3D Deep Learning Research

NVIDIA Kaolin library provides a PyTorch API for working with a variety of 3D representations and includes a growing collection of GPU-optimized operations such as modular differentiable rendering, ...
GitHub

Python Machine Learning book code repository

IMPORTANT NOTE (09/21/2017): This GitHub repository contains the code examples of the 1st Edition of Python Machine Learning book. If you are looking for the code examples of the 2nd Edition, please ...
IEEE

BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning

Abstract: It is vital for mobile robots to achieve safe autonomous steering in various changing environments. In this paper, a novel end-to-end network architecture is proposed for mobile robots to ...
IEEE

Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems

Abstract: Deep reinforcement learning (DRL) has recently shown its success in tackling complex combinatorial optimization problems. When these problems are extended to multiobjective ones, it becomes ...