adaptive-policy-iteration
JAX implementation of Adaptive Approximate Policy Iteration (Hao et al., 2021) (by qdevpsi3)
dreamerv3
Mastering Diverse Domains through World Models (by danijar)
| adaptive-policy-iteration | dreamerv3 | |
|---|---|---|
| 2 | 3 | |
| 5 | 1,043 | |
| - | - | |
| 2.6 | 3.7 | |
| almost 3 years ago | 7 days ago | |
| Python | Python | |
| GNU General Public License v3.0 only | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
adaptive-policy-iteration
Posts with mentions or reviews of adaptive-policy-iteration.
We have used some of these posts to build our list of alternatives
and similar projects.
dreamerv3
Posts with mentions or reviews of dreamerv3.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-21.
- 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!
What are some alternatives?
When comparing adaptive-policy-iteration and dreamerv3 you can also consider the following projects:
numpyro - Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dreamerv2 - Mastering Atari with Discrete World Models
HJxB - Continuous-Time/State/Action Fitted Value Iteration via Hamilton-Jacobi-Bellman (HJB)
daydreamer - DayDreamer: World Models for Physical Robot Learning
crafter - Benchmarking the Spectrum of Agent Capabilities
iris - Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
Datapack-Converter - Convert Minecraft command block chains to a datapack!