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ruihangao's Projects

16-811 icon 16-811

Math Fundamentals for Robotics - CMU

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

biotac-sp-images icon biotac-sp-images

Project for predicting stability of grasps using a Shadow Hand and BioTac SP tactile sensors.

carla icon carla

Open-source simulator for autonomous driving research.

coiltraine icon coiltraine

Training framework for conditional imitation learning

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

data-collector icon data-collector

Data collector for version 0.8.4, also contains an client side agent

dip-workshop icon dip-workshop

Workshop series for DIP students under Prof. Tan Yap Peng

gps icon gps

Guided Policy Search

imitation-dagger icon imitation-dagger

[Reimplementation Ross et al 2011] An implementation of DAGGER using ConvNets for driving from pixels.

imitation-learning icon imitation-learning

Repository to store conditional imitation learning based AI that runs on CARLA.

incremental_detectors icon incremental_detectors

Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"

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