Benchmark suite tailored to evaluate various DFO algorithms for complex system optimisation.
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Updated
Jul 6, 2024 - Python
Benchmark suite tailored to evaluate various DFO algorithms for complex system optimisation.
Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
Search algorithms for 8-puzzle problem search problem and traveling salesman optimization problem.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
A curated list of Monte Carlo tree search papers with implementations.
AI for the game "Connect Four". Available on PyPI.
Contains Python code for various assignments and leetcode problems related to data structures and algorithms.
Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
Implementation of various tree search algorithms with the goal of creating a chess bot
Implementation of SPW and DPW for Monte Carlo Tree Search in Continuous action/state space
Final project for the "Artificial Intelligence" subject, which consisted in the development of an AI agent capable of solving various Rush Hour projects with the most efficient solution possible.
Pytorch Implementation of MuZero
An 'on curve' estimator for given Magic: the Gathering decks.
Exercises for AGH UST "Introduction to AI" course to practice state space search algorithms
Simple BFS search to solve N-Puzzle Problem
A simple python class for search in binary tree. This class provides a few methods for searching in binary tree. Search methods are recursive and non-recursive. You can easily search in binary tree with only on left or right child, and you can search in binary tree with both left and right child.
Generate NYT-style 'Letter Boxed' games!
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