Implementation of data mining methods that use evolutionary algorithms
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Updated
May 7, 2024 - Python
Implementation of data mining methods that use evolutionary algorithms
PDDL Solver implemented in C++ from scratch
Submission to the InformatiCup2021 challenge.
This project develops a heuristic approach that can identify global optimal centroids for customer segmentation.
A Travelling Salesman Problem (TSP) solver using a hybrid of strategies
Single robot path planning algorithms implemented in Python. Including heuristic search and incremental heuristic search methods. A*, PEA*, EPEA*, LPA*, D*Lite
Generic C++ implementation of A* algorithm (header only). Features: Fully customizable internal data structures, step-by-step execution and beam search support.
Particle Swarm Optimization
A program in C++ that creates a pseudo-random Rubik Cube and tries to solve it using the A* Algorithm.
Solving TACI 8-Puzzle using heuristic search
📖 My master's thesis @ UFRGS.
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning
Multi robot path planning algorithms implemented in MATLAB. Including heuristic search and incremental heuristic search methods. MRPP or MAPF
Single robot path planning algorithms implemented in MATLAB. Including heuristic search and incremental heuristic search methods. A*, LPA*, D*Lite
A* search algorithm implementation for solving 8-puzzle problem. Includes code modularization, performance optimization and solvability checking features.
Hipster4j is a lightweight and powerful heuristic search library for Java and Android. It contains common, fully customizable algorithms such as Dijkstra, A* (A-Star), DFS, BFS, Bellman-Ford and more.
Learned both learning and problem solving to develop statistical models for real-world AI applications
A Maven package for core components of a knowledge-based configuration environment
Deep Search Algorithm Optimizing IDS And DLS, And Universal Heuristic Search Algorithm For Versatile Exploration With Generic Heuristics.
Supplementary code for the Master thesis "Developing Artificial Intelligence Agents to Manipulate Quantum Entanglement"
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