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scorpjd's Projects

pgrouting icon pgrouting

Repository contains pgRouting library. Development branch is "develop", stable branch is "master"

phd-bibliography icon phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pickup-delivery-route-finder icon pickup-delivery-route-finder

CMPUT 275 Final Project: Find an the most efficient order route to pickup and deliver multiple orders, a variation of the travelling salesman problem.

pickup-delivery-vrp icon pickup-delivery-vrp

Naive branching implementation of a specific pick-up and delivery vehicle routing optimization problem.

pyqubo icon pyqubo

Python DSL for constructing QUBOs from mathematical expressions.

pyscipopt icon pyscipopt

Python interface for the SCIP Optimization Suite

python-ga-vrptw icon python-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

pytorch-drl4vrp icon pytorch-drl4vrp

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

pytorch-maddpg icon pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

pyvibdmc icon pyvibdmc

A general purpose library to study vibrational problems using diffusion monte carlo

qbsolv icon qbsolv

Qbsolv,a decomposing solver, finds a minimum value of a large quadratic unconstrained binary optimization (QUBO) problem by splitting it into pieces solved either via a D-Wave system or a classical tabu solver. (Note that qbsolv by default uses its internal classical solver. Access to a D-Wave system must be arranged separately.)

qio-samples icon qio-samples

Samples for using optimization solvers through Azure Quantum.

qmc icon qmc

#quantum-annealing #qunatum-computing #TSP #quantum-montecarlo

qmcpack icon qmcpack

Main repository for QMCPACK, an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids.

qmctorch icon qmctorch

Pytorch Implementation of Real Space Quantum Monte Carlo Simulations of Molecular Systems

quantum-reinforcement-learning icon quantum-reinforcement-learning

Jupyter notebooks of the simulations ran as part of a semester project on "Quantum Reinforcement Learning and Projective Simulation" at Télécom ParisTech + internship report "On the Quantum Speed-up of Markov Chain Monte Carlo Methods for Reinforcement Learning" completed at the University of Innsbruck

quantumjsp icon quantumjsp

A heuristic approach on how to optimally schedule jobs using D-Wave's quantum computer

qubitrbm icon qubitrbm

A Quantum circuit simulator based on Restricted Boltzmann Machines.

quip icon quip

Quantum Integer Programming Syllabus

revolver icon revolver

Revolver: Vertex-centric Graph Partitioning Using Reinforcement Learning

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