Artificial Intelligence project designed by UC Berkeley. Designed game agents for the game Pacman using basic, adversarial and stochastic search algorithms, and reinforcement learning concepts

In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. I implemented general search algorithms such as depth-first, breadth-first, uniform cost, and A* search algorithms which are used to solve navigation problems in the Pacman world.

The Pacman Projects by the University of California, Berkeley.

Fluxion is a security auditing and social-engineering research tool. It is a remake of linset by vk496 with (hopefully) less bugs and more functionality. The script attempts to retrieve the WPA/WPA2 key from a target access point by means of a social engineering (phishing) attack. It's compatible with the latest release of Kali (rolling). Fluxion's attacks' setup is mostly manual, but experimental auto-mode handles some of the attacks' setup parameters. Read the FAQ before requesting issues. If you need quick help, fluxion is also avaible on gitter. You can talk with us on Gitter or on Discord. Installation Read here before you do the following steps. Download the latest revision git clone --recursive git@github.com:FluxionNetwork/fluxion.git Switch to tool's directory cd fluxion Run fluxion (missing dependencies will be auto-installed) ./fluxion.sh Fluxion is also available in arch cd bin/arch makepkg or using the blackarch repo pacman -S fluxion scroll Changelog Fluxion gets weekly updates with new features, improvements, and bugfixes. Be sure to check out the changelog here. :octocat: How to contribute All contributions are welcome! Code, documentation, graphics, or even design suggestions are welcome; use GitHub to its fullest. Submit pull requests, contribute tutorials or other wiki content -- whatever you have to offer, it'll be appreciated but please follow the style guide. book How it works Scan for a target wireless network. Launch the Handshake Snooper attack. Capture a handshake (necessary for password verification). Launch Captive Portal attack. Spawns a rogue (fake) AP, imitating the original access point. Spawns a DNS server, redirecting all requests to the attacker's host running the captive portal. Spawns a web server, serving the captive portal which prompts users for their WPA/WPA2 key. Spawns a jammer, deauthenticating all clients from original AP and lureing them to the rogue AP. All authentication attempts at the captive portal are checked against the handshake file captured earlier. The attack will automatically terminate once a correct key has been submitted. The key will be logged and clients will be allowed to reconnect to the target access point. For a guide to the Captive Portal attack, read the Captive Portal attack guide exclamation Requirements A Linux-based operating system. We recommend Kali Linux 2 or Kali rolling. Kali 2 & rolling support the latest aircrack-ng versions. An external wifi card is recommended. Related work For development I use vim and tmux. Here are my dotfiles :octocat: Credits l3op - contributor dlinkproto - contributor vk496 - developer of linset Derv82 - @Wifite/2 Princeofguilty - @webpages and @buteforce Photos for wiki @http://www.kalitutorials.net Ons Ali @wallpaper PappleTec @sites MPX4132 - Fluxion V3 Disclaimer Authors do not own the logos under the /attacks/Captive Portal/sites/ directory. Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for "fair use" for purposes such as criticism, comment, news reporting, teaching, scholarship, and research. The usage of Fluxion for attacking infrastructures without prior mutual consent could be considered an illegal activity, and is highly discouraged by its authors/developers. It is the end user's responsibility to obey all applicable local, state and federal laws. Authors assume no liability and are not responsible for any misuse or damage caused by this program. Note Beware of sites pretending to be related with the Fluxion Project. These may be delivering malware. Fluxion DOES NOT WORK on Linux Subsystem For Windows 10, because the subsystem doesn't allow access to network interfaces. Any Issue regarding the same would be Closed Immediately Links Fluxion website: https://fluxionnetwork.github.io/fluxion/ Discord: https://discordapp.com/invite/G43gptk Gitter: https://gitter.im/FluxionNetwork/Lobby

Vintage Pacman Game developed in Flutter

Search algorithms(BFS, DFS, UCS, A*) in python.Berkeley Pacman Project 1.

Solutions of 1 and 2 Pacman projects of Berkeley AI course

Solutions to some of Berkeley's The Pac-Man AI Projects

Experimental project containing INOFFICIAL tools to manage custom Arch Linux repositories; built on top of tools provided by the pacman and devtools packages.

Implemented various AI algorithms in Pac-Man projects developed by UC Berkeley. Implemented informed/blind state-space search using search algorithms like BFS, DFS, UCS and A* algorithm with heuristic calculation. Designed an algorithm for reflex agent, minimax and alpha-beta pruning. Reinforcement Learning using MDP (Value Iteration and Policy Evaluation) - Implemented Markov Decision process using Value iteration in the Pacman World. Designed perceptron classifier for data classification. Developed applications using python. http://ai.berkeley.edu/project_overview.html

PacMan project in Java

UC Berkeley Pacman Project

Fluxion is the future of MITM WPA attacks Fluxion is a security auditing and social-engineering research tool. It is a remake of linset by vk496 with (hopefully) less bugs and more functionality. The script attempts to retrieve the WPA/WPA2 key from a target access point by means of a social engineering (phishing) attack. It's compatible with the latest release of Kali (rolling). Fluxion's attacks' setup is mostly manual, but experimental auto-mode handles some of the attacks' setup parameters. Read the FAQ before requesting issues. If you need quick help, fluxion is also avaible on gitter. You can talk with us on Gitter or on Discord. Installation Read here before you do the following steps. Download the latest revision git clone --recursive git@github.com:FluxionNetwork/fluxion.git Switch to tool's directory cd fluxion Run fluxion (missing dependencies will be auto-installed) ./fluxion.sh Fluxion is also available in arch cd bin/arch makepkg or using the blackarch repo pacman -S fluxion scroll Changelog Fluxion gets weekly updates with new features, improvements, and bugfixes. Be sure to check out the changelog here. :octocat: How to contribute All contributions are welcome! Code, documentation, graphics, or even design suggestions are welcome; use GitHub to its fullest. Submit pull requests, contribute tutorials or other wiki content -- whatever you have to offer, it'll be appreciated but please follow the style guide. book How it works Scan for a target wireless network. Launch the Handshake Snooper attack. Capture a handshake (necessary for password verification). Launch Captive Portal attack. Spawns a rogue (fake) AP, imitating the original access point. Spawns a DNS server, redirecting all requests to the attacker's host running the captive portal. Spawns a web server, serving the captive portal which prompts users for their WPA/WPA2 key. Spawns a jammer, deauthenticating all clients from original AP and lureing them to the rogue AP. All authentication attempts at the captive portal are checked against the handshake file captured earlier. The attack will automatically terminate once a correct key has been submitted. The key will be logged and clients will be allowed to reconnect to the target access point. For a guide to the Captive Portal attack, read the Captive Portal attack guide exclamation Requirements A Linux-based operating system. We recommend Kali Linux 2 or Kali rolling. Kali 2 & rolling support the latest aircrack-ng versions. An external wifi card is recommended. Related work For development I use vim and tmux. Here are my dotfiles :octocat: Credits l3op - contributor dlinkproto - contributor vk496 - developer of linset Derv82 - @Wifite/2 Princeofguilty - @webpages and @buteforce Photos for wiki @http://www.kalitutorials.net Ons Ali @wallpaper PappleTec @sites MPX4132 - Fluxion V3 Disclaimer Authors do not own the logos under the /attacks/Captive Portal/sites/ directory. Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for "fair use" for purposes such as criticism, comment, news reporting, teaching, scholarship, and research. The usage of Fluxion for attacking infrastructures without prior mutual consent could be considered an illegal activity, and is highly discouraged by its authors/developers. It is the end user's responsibility to obey all applicable local, state and federal laws. Authors assume no liability and are not responsible for any misuse or damage caused by this program. Note Beware of sites pretending to be related with the Fluxion Project. These may be delivering malware. Fluxion DOES NOT WORK on Linux Subsystem For Windows 10, because the subsystem doesn't allow access to network interfaces. Any Issue regarding the same would be Closed Immediately Links Fluxion website: https://fluxionnetwork.github.io/fluxion/ Discord: https://discordapp.com/invite/G43gptk Gitter: https://gitter.im/FluxionNetwork/Lobby

PacMan Machine Learning Artificial Intelligence Project

My implementation for Berkeley AI Pacman projects No. 1 and No. 2

Software Agents Pacman project, implementing AI for Pacman in Python and PDDL

This robot is the testbed of the PaCMan project @ CentroPiaggio, UNIPI

my solution for UC Berkeley AI projects pacman

Pacman AI Projects 1,2,3 - UC Berkeley

Bioinformatics pipeline for the analysis of amplicon sequencing data of eDNA samples from the PacMAN project

Berkeley AI Pacman Project for developing search agents to play Pacman

Python3 version of UC Berkeley's CS 188 Pacman Capture the Flag project

A Unity Tutorial project based on the classic game "PacMan"

Explore foundational AI concepts through the Pac-Man projects, designed for UC Berkeley's CS 188 course. Implement search algorithms, multi-agent strategies, and reinforcement learning techniques in Python, emphasizing real-world applications. Engage in the Eutopia Pac-Man contest for a multiplayer capture-the-flag challenge

Customized arch packages for pacman-for-termux project.

Solution to some Pacman projects of Berkeley AI course

A Pacman game implementation with an AI player using the Minimax algorithm. This project showcases the classic Pacman game environment, where the player (Pacman) navigates a maze to collect points while avoiding ghosts. The AI-controlled ghosts aim to catch Pacman.

Reinforcement Learning Course Project - IIT Bombay Fall 2018

Fluxion is the future of MITM WPA attacks Fluxion is a security auditing and social-engineering research tool. It is a remake of linset by vk496 with (hopefully) less bugs and more functionality. The script attempts to retrieve the WPA/WPA2 key from a target access point by means of a social engineering (phishing) attack. It's compatible with the latest release of Kali (rolling). Fluxion's attacks' setup is mostly manual, but experimental auto-mode handles some of the attacks' setup parameters. Read the FAQ before requesting issues. If you need quick help, fluxion is also avaible on gitter. You can talk with us on Gitter or on Discord. Installation Read here before you do the following steps. Download the latest revision git clone --recursive git@github.com:FluxionNetwork/fluxion.git Switch to tool's directory cd fluxion Run fluxion (missing dependencies will be auto-installed) ./fluxion.sh Fluxion is also available in arch cd bin/arch makepkg or using the blackarch repo pacman -S fluxion scroll Changelog Fluxion gets weekly updates with new features, improvements, and bugfixes. Be sure to check out the changelog here. :octocat: How to contribute All contributions are welcome! Code, documentation, graphics, or even design suggestions are welcome; use GitHub to its fullest. Submit pull requests, contribute tutorials or other wiki content -- whatever you have to offer, it'll be appreciated but please follow the style guide. book How it works Scan for a target wireless network. Launch the Handshake Snooper attack. Capture a handshake (necessary for password verification). Launch Captive Portal attack. Spawns a rogue (fake) AP, imitating the original access point. Spawns a DNS server, redirecting all requests to the attacker's host running the captive portal. Spawns a web server, serving the captive portal which prompts users for their WPA/WPA2 key. Spawns a jammer, deauthenticating all clients from original AP and lureing them to the rogue AP. All authentication attempts at the captive portal are checked against the handshake file captured earlier. The attack will automatically terminate once a correct key has been submitted. The key will be logged and clients will be allowed to reconnect to the target access point. For a guide to the Captive Portal attack, read the Captive Portal attack guide exclamation Requirements A Linux-based operating system. We recommend Kali Linux 2 or Kali rolling. Kali 2 & rolling support the latest aircrack-ng versions. An external wifi card is recommended. Related work For development I use vim and tmux. Here are my dotfiles :octocat: Credits l3op - contributor dlinkproto - contributor vk496 - developer of linset Derv82 - @Wifite/2 Princeofguilty - @webpages and @buteforce Photos for wiki @http://www.kalitutorials.net Ons Ali @wallpaper PappleTec @sites MPX4132 - Fluxion V3 Disclaimer Authors do not own the logos under the /attacks/Captive Portal/sites/ directory. Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for "fair use" for purposes such as criticism, comment, news reporting, teaching, scholarship, and research. The usage of Fluxion for attacking infrastructures without prior mutual consent could be considered an illegal activity, and is highly discouraged by its authors/developers. It is the end user's responsibility to obey all applicable local, state and federal laws. Authors assume no liability and are not responsible for any misuse or damage caused by this program. Note Beware of sites pretending to be related with the Fluxion Project. These may be delivering malware. Fluxion DOES NOT WORK on Linux Subsystem For Windows 10, because the subsystem doesn't allow access to network interfaces. Any Issue regarding the same would be Closed Immediately Links Fluxion website: https://fluxionnetwork.github.io/fluxion/ Discord: https://discordapp.com/invite/G43gptk Gitter: https://gitter.im/FluxionNetwork/Lobby

Team Project for Berkeley's Pacman Capture The Flag Competition