guodongzhu Goto Github PK

ai_for_robotics

airport-simulation

Airport Surface Simulator and Evaluation Tool 2

awesome-rl

Reinforcement learning resources curated

bluesky

The open source air traffic simulator

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

cg_parallel-machine-sched

This repo aim is to reproduce a column generation approach based on "Parallel machine scheduling by column generation" paper

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

college-spring-2014

Programming assignments and projects for my classes at Iowa State during Spring 2014.

convex-optimization-assignment

CSE592 Convex Optimization Assignments

cplex-examples

cs188.1-artificial-intelligence

My projects solutions for the course CS188.1x on edX.org

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

fleetassignment_instances

Instances for the Fleet Assignment problem

graph-coloring

Python code for graph coloring (vertex coloring) using PySCIPOpt, the Python wrapper from SCIP

javapert

Dynamic Programming in JAVA for PERT (Program Evaluation and Review Technique)

keras-rl

Deep Reinforcement Learning for Keras.

library

收集一些方便使用的公共图书馆，集约资源，方便大家，请勿滥用！

lossless-convexification

The impletation of 《Convex Programming Approach to Powered Descent Guidance》

mars-ascent-vehicle-convex-optimal-control

mcnf

Multicommodity Network flow in JAva

multi-commodity-network-flow

Using Dantzig-Wolfe (DW) decomposition algorithm to solve MCNF(Multi Commodity Network Flow) problem. Final project for the course of (large-scale) linear programming.

mumoro

Multiobjective multimodal shortest path routing

nevergrad

A Python toolbox for performing gradient-free optimization

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

paxdelay_original

Java, SQL, and R code used in Barnhart, C., Fearing, D., & Vaze, V. (2014). Modeling passenger travel and delays in the National Air Transportation System. Operations Research, 62(3), 580-601

pres-mipheur

Presentation: Custom MIP Heuristics

primal-dual-interior-point-solver

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

robustar_datasets

The testing datasets used in the paper: Yan, C. and Kung, J., 2016. Robust aircraft routing. Transportation Science, 52(1), pp.118-133.