markov-decision-processes topic
csle
A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and...
dvrp-stochastic-requests
Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests
QECO
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing
map-matching-2
High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).
amazon-sagemaker-amazon-routing-challenge-sol
AWS Last Mile Route Sequence Optimization
RL-short-course
Reinforcement Learning Short Course
Rubiks-Cube
Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube
Reinforcement-Learning-for-Supply-Chain-Management
The goal of the project was to design the logistic model of autonomous robots that would supply garment parts from the Cutting Dept to the Makeup Dept in the shortest time possible and using the most...
Artificial_Intelligence
Implemented Search Algorithms
quickpomdps
Interface for defining discrete and continuous-space MDPs and POMDPs in python. Compatible with the POMDPs.jl ecosystem.