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Chia-Cheng Yen's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

convnet-drawer icon convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues.

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

lt-code icon lt-code

Encoder/Decoder for the Luby Transform fountain code

mmwave icon mmwave

An ns-3 mmWave module folder. For the complete simulator and issues: https://github.com/nyuwireless-unipd/ns3-mmwave

ns3-mmwave icon ns3-mmwave

ns-3 module for simulating mmWave-based cellular systems. See https://ieeexplore.ieee.org/document/8344116/ (open access) as a reference.

permit icon permit

A SUMO simulator for platooning maneuvers in mixed traffic scenarios

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

sumo-rl icon sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

sumolights icon sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

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