8/15/2023 0 Comments Offworld trading company robotic![]() ![]() MindMaker Unreal Engine Plugin #Īn open-source plugin that enables games and simulations within UE4 and UE5 to function as OpenAI Gym environments for training autonomous machine learning agents. The game that was famously conquered by AlphaGo. The RubiksCubeGym package provides environments for twisty puzzles with multiple reward functions to help simluate the methods used by humans. gym-xiangqi: Xiangqi - The Chinese Chess Game #Ī reinforcement learning environment of Xiangqi, the Chinese Chess game. Spoof, otherwise known as “The 3-coin game”, is a multi-agent (2 player), imperfect-information, zero-sum game. games) # gym-abalone: A two-player abstract strategy board game #Īn implementation of the board game Abalone. Gym wrappers for arbitrary and premade environments with the Unity game engine. Open to PRs of additional games, features and plateforms since gym-retro is no longer maintained Unity ML Agents # Supported fork of gym-retro with additional games, states, scenarios, etc. The motivation of this environment is to easily enable trained agents to play against each other, and also facilitate the training of agents directly in a multi-agent setting, thus adding an extra dimension for evaluating an agent’s performance. Both state and pixel observation environments are available. SlimeVolleyGym: A simple environment for single and multi-agent reinforcement learning #Ī simple environment for benchmarking single and multi-agent reinforcement learning algorithms on a clone of Slime Volleyball game. The environments run at high speed (thousands of steps per second) on a single core. Gym interface with Minecraft game, focused on a specific sparse reward challenge Procgen #ġ6 simple-to-use procedurally-generated gym environments which provide a direct measure of how quickly a reinforcement learning agent learns generalizable skills. It’s available for free for training for personal use, and otherwise costs money see licensing details on the website MineRL # It’s also possible to benchmark an agent against other agents online. There are around 15 items for the creatures, 60 “senses”, 5 actions, and roughly 23 tweakable rewards. It runs entirely on the GPU so you can easily have hundreds of instances running in parallel. This is a 3v3 MOBA environment where you train creatures to fight each other. gym-derk: GPU accelerated MOBA environment # flappy-bird-gym: A Flappy Bird environment for OpenAI Gym #Ī simple environment for single-agent reinforcement learning algorithms on a clone of Flappy Bird, the hugely popular arcade-style mobile game. Since 2016, the ViZDoom paper has been cited more than 600 times. The Gym wrappers provide easy-to-use access to the example scenarios that come with ViZDoom. ViZDoom supports depth and automatic annotation/labels buffers, as well as accessing the sound. Toggle table of contents sidebar Third Party Environments # Video Game Environments # ViZDoom #Īn environment centered around the original Doom game, focusing on visual control (from image to actions) at thousands of frames per second. ![]()
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