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updated 7 months ago

rtmri_seg_v2.zip by Jangwon Kim

grid-line based automatic vocal tract parameter extraction tool (magnetic resonance im..., image segmentation, image enhancement)

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Avi2MovieMat_jw(filename)

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updated 9 months ago

Model-based Policy Iteration Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Model-based Policy iteration Approach (artificial intelligen..., cleaning robot, dynamic programming)

model_based_deterministic_policy_iteration

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updated 10 months ago

Q-learning (Model-free Value Iteration) Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Q-learning with epsilon-greedy exploration (qlearning, learning, robot)

qlearning

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updated 10 months ago

Model-based Value Iteration Algorithm for Stochastic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning and Dynamic Programming (Stochastic) (reinforcement learnin..., dynamic programming, modelbased)

stochastic_robot_cleaning_v1

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updated 10 months ago

Model-based Value Iteration Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning and Dynamic Programming (reinforcement learnin..., dynamic programming, value iteration)

deterministic_robot_cleaning_v1

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updated 11 months ago

Markov Decision Processes (MDP) Toolbox by Marie-Josee Cros

Functions related to the resolution of discrete-time Markov Decision Processes. (markov decision proce..., optimization, control design)

[V,mean_discrepancy]=mdp_eval_policy_TD_0(P,R,discount,po...

mdp_LP(P, R, discount)

mdp_Q_learning(P, R, discount, N)

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updated 1 year ago

Max Path for grayscale 2D image by ja

max path using dynamic programming (min path, max path, dynamic programming)

mxpth(II)

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updated 1 year ago

GradUI by gurdy

Evaluate the grating duty cycle and its distribution (topdown sem image, dynamic programming, leastsquares spline a...)

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updated 2 years ago

Finding optimal path on a terrain by Auralius Manurung

Finding optimal path on a terrain using forward dynamic programming. (dynamic programming, optimal path, shortst path)

createTransitionCostMat(T)

dpa(P, startNode)

drawTerrain(T)

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updated 2 years ago

Edit Distance Algorithm by Reza Ahmadzadeh

Edit Distance is a standard Dynamic Programming problem. (mathematics, search, dynamic programming)

EditDistance(string1,string2)

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updated 2 years ago

[SigGraph2002] Image Quilting/Texture Synthesize by Li Cheng

Matlab code to do Image Quilting as presented in the SIGGRAPH 2002 paper by Efros & Freeman. (image processing, siggraph, graphic)

getxcorr2(A,B)

synthesize(imin, sizeout, tilesize, overlap , isdebug)

example.m

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updated 3 years ago

KP01 by Jonas Lundgren

Solves the 0-1 knapsack problem using preprocessing and dynamic programming. (optimization, dynamic programming, knapsack)

kp01(w,p,c,maxit)

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updated 3 years ago

2D random paths generator integrating leg's contraints by Sebastien PARIS

Generates random 2D leg'paths from departure to arrival integrating leg's constraints (random paths, dynamic programming, legs contraints)

Example where V random paths are generated with 2 exclusi...

circulant.m

exclusion.m

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updated 3 years ago

Cops and Robber Software by Athanasios Kehagias

Functions to compute optimal schedules for a team of cops chasing a robber on a graph (mathematics, pursuit evasion, graph theory)

P=grf2P01(fname)

[EC,ER]=CRcheq(C,R,P)

[F,CT,DCT,mopta,moptd]=CRcod(Ca,Ra,Cd)

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updated 3 years ago

Dynamic Programming solution to the TSP by Elad Kivelevitch

This function solves the Traveling Salesman Problem (TSP) using Dynamic programming (DP). (optimization, tsp, dynamic programming)

[OptimalTour,mincost]=tsp_dp1(cities, Dmatrix)

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updated 3 years ago

Knapsack problem by Pradeep

solved the knapsack problem using the concept of dynamic programming (knapsack, dynamic programming, optimization)

knapsackori.m

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updated almost 5 years ago

Forward Viterbi Algorithm by David Conger

Forward Viterbi algorithm based on: http://en.wikipedia.org/wiki/Viterbi_algorithm (viterbi algorithm, hidden markov model, dynamic programming)

forward_viterbi(obs,states,start_p,trans_p,emit_p)

runViterbi.m

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updated almost 6 years ago

0-1 Knapsack by Petter

Solves the 0-1 knapsack problem with positive integer weights. (knapsack, dynamic programming, 01 knapsack)

knapsack_demo

knapsack(weights, values, W)

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updated 6 years ago

Dynamic Programming solver for The bridge crossing problem by Gianluca Dorini

The bridge crossing problem is here modelled and solved as undiscounted Dynamic Programming problem. (optimization, dynamic programming)

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