WeiChengTseng

cs231n-2017

DL_final_project

The is the final project of deep learning in NCTU.

policy_transfer

articulated-pose

[CVPR 2020, Oral] Category-Level Articulated Object Pose Estimation

awesome-meta-learning

academicpages

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

apex_dqn_pytorch

Ape-x DQN implementation on Pikachu Volleyball

GPU-fan-schedule

MAAC

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

NCTU_DL_HW2

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

option-critic-pytorch

PyTorch implementation of the Option-Critic framework proposed by Harb et al. 2016

pixel-nerf

PixelNeRF Official Repository (WIP)

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

rllab-finetuning

RPM-Net

[SIGGRAPH Asia 2019] RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud

shapenet_renderer

A clean, compact renderer for spherical images of shapenet objects in blender <2.8.

academic-kickstart

Easily create a beautiful website using Academic and Hugo

CartPole_PPO

CartPole-v0 via PPO with GAE, PyTorch

DeepMimic

Motion imitation with deep reinforcement learning.

HAAR-A-Hierarchical-RL-Algorithm

Code accompanying HAAR paper, NeurIPS 2019 - Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards

M3RL

Mind-aware Multi-agent Management Reinforcement Learning

ml-agents

Unity Machine Learning Agents Toolkit

MLDS_NTU_2018

NCTU_DL_HW1

NTHU-CV-hw3

NTHU-CV-hw4

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

se_code_review

VAE_pytorch