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fcdtc's Projects

ngsim_env icon ngsim_env

Learning human driver models from NGSIM data with imitation learning.

optaplanner icon optaplanner

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

play-rl-baselines icon play-rl-baselines

Play with RL agents, mainly refers to demos based on stable-baselines package

playcount icon playcount

为bilibili而来, 用来刷B站播放量, 懂的都懂

pytorch-ppuu icon pytorch-ppuu

Code for Prediction and Planning Under Uncertainty (PPUU)

pytorch-rl icon pytorch-rl

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

selected-activity-recognition icon selected-activity-recognition

Selected activities, such as running, jogging, walking and idle are classified. The application made for Android, uses K3DH 3-axis acceleration sensor data for classifying the mentioned activities using machine learning and data mining algorithms.

sensormonitor icon sensormonitor

一个以传感器为基础,基于github上著名框架AChartEngine制作的一个实时获取、绘制传感器数据的应用

sensorsinfo icon sensorsinfo

a tool for collecting data in a smartphone. 查看手机里的传感器,提供传感器数据的实时曲线显示,以及数据的存储功能。

sgan icon sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

socialways icon socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

sword-for-offer icon sword-for-offer

使用Python3用优雅的方式实现《剑指Offer》中的题目。

tf2rl icon tf2rl

TensorFlow2.0 Reinforcement Learning

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