meltingpot
lab
| meltingpot | lab | |
|---|---|---|
| 4 | 4 | |
| 541 | 7,002 | |
| 4.3% | 0.0% | |
| 8.7 | 0.0 | |
| 12 days ago | over 1 year ago | |
| Python | C | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
meltingpot
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Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
- Melting Pot – A suite of test scenarios for multi-agent reinforcement learning
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Unreal Engine Deep Learning Project Suggestion
https://github.com/deepmind/meltingpot check this out too. You're welcome.
- Melting Pot: A suite of test scenarios for multi-agent reinforcement learning
lab
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Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
- Environments that require long-term memory and reasoning
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Keys doors puzzle in dmlab30
dmlab30 is a test suite of 30 environments for Deep RL research, maintained by DeepMind. https://github.com/deepmind/lab/tree/master/game_scripts/levels/contributed/dmlab30#readme
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[R] Would DeepMind Control Suite be enough for a publication?
DeepMind Lab is also interesting: https://deepmind.com/blog/article/open-sourcing-deepmind-lab https://github.com/deepmind/lab
What are some alternatives?
PettingZoo - An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
ruby-fann - Ruby library for interfacing with FANN (Fast Artificial Neural Network)
Shimmy - An API conversion tool for popular external reinforcement learning environments
dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
open_spiel - OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
PHP IDS - PHPIDS (PHP-Intrusion Detection System) is a simple to use, well structured, fast and state-of-the-art security layer for your PHP based web application
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
gym - A toolkit for developing and comparing reinforcement learning algorithms.
CCV - C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
Arcade-Learning-Environment - The Arcade Learning Environment (ALE) -- a platform for AI research.
dm_memorytasks - A set of 13 diverse machine-learning tasks that require memory to solve.