dreamerv3
crafter
| dreamerv3 | crafter | |
|---|---|---|
| 3 | 2 | |
| 1,054 | 354 | |
| - | - | |
| 3.7 | 5.4 | |
| 4 days ago | 4 months ago | |
| Python | Python | |
| MIT License | MIT License |
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.
dreamerv3
- It would be cool if there was a machine learning Nes Emulator, that the ai could learn to play automatically and you just run it on your pc till it finds the optimum root.
- Mastering Diverse Domains through World Models - DreamerV3 - Deepmind 2023 - First algorithm to collect diamonds in Minecraft from scratch without human data or curricula! Now with github links!
- [R] [N] Mastering Diverse Domains through World Models - DreamerV3 - Deepmind 2023 - First algorithm to collect diamonds in Minecraft from scratch without human data or curricula! Now with github links!
crafter
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[R] Benchmarking the Spectrum of Agent Capabilities: They introduce Crafter, an open world survival game with visual inputs that evaluates a wide range of general abilities within a single environment.
Repo for Crafter: https://github.com/danijar/crafter
- Crafter - Open world survival environment for reinforcement learning.
What are some alternatives?
dreamerv2 - Mastering Atari with Discrete World Models
dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
daydreamer - DayDreamer: World Models for Physical Robot Learning
ma-gym - A collection of multi agent environments based on OpenAI gym.
iris - Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
FoliClientInstaller - Installs the Foli Client Minecraft modpack
Datapack-Converter - Convert Minecraft command block chains to a datapack!
ITAQA-air-quality-aggregator - Framework to collect, aggregate and process air pollution data from different sources (Italy regions)
portfolio-management - Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".
ecobalyse - Accélerer la mise en place de l'affichage environnemental