Search Results for "python q learning"
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Showing 26 open source projects for "python q learning"
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AlphaZero.jl
A generic, simple and fast implementation of Deepmind's AlphaZero
Beyond its much publicized success in attaining superhuman level at games such as Chess and Go, DeepMind's AlphaZero algorithm illustrates a more general methodology of combining learning and search to explore large combinatorial spaces effectively. We believe that this methodology can have exciting applications in many different research areas. Because AlphaZero is resource-hungry, successful open-source implementations (such as Leela Zero) are written in low-level languages (such as C... -
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openage
Open source clone of the Age of Empires II engine
openage is a free cross-platform RTS game engine that provides the mechanics of Age of Empires. Using modern technologies as C++17, OpenGL/GLSL, Python, Qt5 and CMake allows people using GNU/Linux, BSD, macOS or Windows to play the game natively. Our aim is to make openage a platform for the original Age of Empires games providing the same look and feel, but with more features for modding and multiplayer. openage uses an open API powered by our human-readable configuration language nyan. We... -
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ViZDoom
Doom-based AI research platform for reinforcement learning
ViZDoom allows developing AI bots that play Doom using only the visual information (the screen buffer). It is primarily intended for research in machine visual learning, and deep reinforcement learning, in particular. ViZDoom is based on ZDOOM, the most popular modern source-port of DOOM. This means compatibility with a huge range of tools and resources that can be used to create custom scenarios, availability of detailed documentation of the engine and tools and support of Doom community... -
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Bullet Physics SDK
Real-time collision detection and multi-physics simulation for VR
... using Deep Reinforcement Learning, or using Gradient based optimization (for example LFBGS). In addition, the simulator can be entirely run on CUDA for fast rollouts, in combination with Augmented Random Search. This allows for 1 million simulation steps per second. It is highly recommended to use PyBullet Python bindings for improved support for robotics, reinforcement learning and VR. Use pip install pybullet and checkout the PyBullet Quickstart Guide. -
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Gym
Toolkit for developing and comparing reinforcement learning algorithms
Gym is a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents, everything from walking to playing games like Pong or Pinball. Open source interface to reinforce learning tasks. The gym library provides an easy-to-use suite of reinforcement learning tasks. Gym provides the environment, you provide the algorithm. You can write your agent using your existing numerical computation library, such as TensorFlow or Theano. It makes no assumptions about... -
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PySC2
StarCraft II learning environment
PySC2 is DeepMind's Python component of the StarCraft II Learning Environment (SC2LE). It exposes Blizzard Entertainment's StarCraft II Machine Learning API as a Python RL Environment. This is a collaboration between DeepMind and Blizzard to develop StarCraft II into a rich environment for RL research. PySC2 provides an interface for RL agents to interact with StarCraft 2, getting observations and sending actions. The easiest way to get PySC2 is to use pip. That will install the pysc2 package... -
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AS Arrow
Add and Subtract game
... is negative (subtract/minus). The row of cards can be deleted as sum (add/subtract) of cards is 0. (J is 11,Q is 12, K is 13) If the number of cards is 12, but can't be deleted now. The game is over. By the way, if cards library is empty and user can't win, the game is over. Note: 1. Click "NEW GAME!" can start a new game. 2. Click cheat image (NOT text), can ON/OFF cheat information. Cheat is ON by default. But I suggest OFF, to play real AS Arrow. -
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Project Malmo
A platform for Artificial Intelligence experimentation on Minecraft
How can we develop artificial intelligence that learns to make sense of complex environments? That learns from others, including humans, how to interact with the world? That learns transferable skills throughout its existence, and applies them to solve new, challenging problems? Project Malmo sets out to address these core research challenges, addressing them by integrating (deep) reinforcement learning, cognitive science, and many ideas from artificial intelligence. The Malmo platform... -
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2048 Python , AI , 1 or 2 players
py 2048, a well know 2048 clone board game
Written in Python 2.7.x and pygame1.9.1~2 compliant (at least) Python 3.4 HOW TO PLAY: keyboard UP, DOWN, LEFT, RIGHT, escape to quit increase your score shifting tiles with same number. the value of resulting tile is multiplied *2. CUSTOMISE YOUR GAME: edit py2048.cfg configuration file. you can: -Change Raws and Columns amount. -Change Random range value of new tile. -Limit the maximum tile value. -Limit time allowed for movement. -Enable no movement (a new tile appear even... -
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ballspace
Ballspace is a Tux breakout game with a level editor.
... to move, space to shoot.Escape to exit, Q to quit the current screen. P to pause. F to switch between fullscreen and windowed mode -
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Golden Point
A simple, console-based card game, similar to some other card games.
Golden Point is a simple card game, similar to some other popular card games. The main goal of the game is to get more points then your opponent, but in the same time not to get more than 21 ("Golden Point"). During the game you get cards, which have next values: 6, 7, 8, 9, 10 - according to numbers in it's names; J - 2 points; Q - 3 points; K - 4 points; A - 11 points. In the beginning of the game you get 2 cards, and if your total points are less than 21, you can take more... -
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pynvaders
Invaders like game, written in Python with Curses... :)
Invaders like game, written in Python with Curses... :) Also, this was a learning project for me to Python language. -
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The goal of this project is to create a Python implementation of standard Riichi Mahjong. Code shall be properly documented and serve as a learning tool for other developers.
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Strum aims to improve your musical skills on stringed instruments; learning scales, chord construction, and how to find them on various instruments with many tunings.
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Very compact Tetris game for those who want to play where/when they should not: only a tiny gaming area (even 40px high) your headmaster will hardly notice (in case, just press Q or Escape).
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"Roberge's Used Robot (RUR) : a Python Learning Environment" is a Python implementation of a "robot environment" as introduced by R. Pattis in 1981. **It is obsolete.** See https://github.com/aroberge/rur-ple
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Match a picture with its name in the alloted time to win. This game is played like the game known as Concentration, Memory or Match. There are multiple levels, a highscore, and soundtrack. This game might be helpful to someone learning Python and pyGame
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General purpose agents using reinforcement learning. Combines radial basis functions, temporal difference learning, planning, uncertainty estimations, and curiosity. Intended to be an out-of-the-box solution for roboticists and game developers.
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Capivar Hunter is a simple 3d shooter written in Python/OpenGL intended as a learning platform to Game Development, Python and 3d Programming. Although it should be at least somewhat funny, the main objective of it is being simple and easy to extend.
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This is a PacMan Clone that we intend to program for learning Game Development. Feel free to give us your advice and tell us if you like playing it. Este es un clon del Pacman que queremos programar para aprender a Desarrollar Juegos.
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Mnemisis is a tool for learning and using what is called the 'major' system of mnemonic for remembering numbers. It involves /learning/ (sigh) a phonetic system, but after that it's time to start cramming those 20+ digit numbers into your head. Free
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PySometric is an Isometric RPG written in Python. It uses PyGame for graphics, and will feature online play through a peer to peer network. Most of the programmers are learning how to program a 2-d game, and all new programmers are welcome.
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PySet is an incremental implementation of the classic logic/card game Set, built using Python, Simple Direct-media Library (SDL), and PyGame (a Python wrapper of the SDL API). The code is intended to assist newcomers in gradually learning these libs.
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Moebius is a mud server, written in python using (currently) MySQL as a back-end. It's design goals are to be extensible without taking the engine down, to be distributable via the database, and to allow a complete python coding/learning env online. It
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