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a3c2

Asynchronous Advantage Actor-Critic with Communication

a3c3

A deep reinforcement learning multi-agent algorithm, where a team learns to complete a task and communicate between agents.

abwpl

Adjusted Bounded Weighted Policy Learner

ai_stock_trading

Design pattern for critical stages in the development process of an AI Stock Trading Bot

arcadepi

A system to play MS-DOS, Sega, Win98 or any other videogame using arcade controllers and a DYI arcade station!

automated-jb2a-animations

babel-mmo

A proof-of-concept for the Babel MMO

basiccityplanninggame

Part of the Deicide D&D 5e campaign

cibermouse

A distributed team of agents that cooperatly solve mazes.

database-feature-abstraction-framework

A framework to provide ACID transactions, stored procedures and LMS operations to NoSQL DBMS through JDBC. It has been integrated with an external AC framework by Diogo Regateiro.

distributedairport

Some doodles with a distributed system simulating an airport. Project1 is local, 2 uses sockets, 3 uses Java RMI and 4 uses sockets and is fault tolerant.

distributedatariqlearning

A Distributed TensorFlow implementation of Atari Reinforcement Learning with n-step Q-learning and Q-batch

dnd

Just a simple char creation GUI for D&D

garp

A platform to create association managing websites. Uses JPS (deprecated)

geofriends2

An OpenAI Gym environment with complex puzzle maps, highly adequate for reinforcement learning approaches.

geofriends2-v2

A modular re-implementation of GeoFriends2, a Gym-compliant multi-agent environment, ideal for reinforcement learning.

imdbindexer

A graphical media manager, using OMDB to catalogue movies in different playlists.

mixed-policy-asynchronous-deep-q-learning

Deep learning implementations (Asynchronous Deep Q-Learning) of multiple Game Theory algorithms for adversarial learning (WoLF-PHC, GIGA-WoLF, WPL, EMA-QL, PGA-APP)

multi-agent-double-deep-q-networks

A multi-agent version of the Double DQN algorithm, with Foraging Task and Pursuit Game test scenarios

rcsoccersim3dsetup

rulotesbar

sh17

Sunset Hackathon 2017

smartoli

A smart robotic toilet! Hands-free use, smart flushing, improved water filtering, and smarthouse integration.

spaceinvaders

The classic arcade game!

trawler

A manga HTTP crawler

usefulpi

Lots of small utilities and snippets to use on a Raspberry Pi!