CARL
transformer_generalization
CARL | transformer_generalization | |
---|---|---|
1 | 1 | |
123 | 65 | |
4.1% | - | |
9.4 | 0.0 | |
3 months ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | 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.
CARL
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Looking for environments for Curriculum Learning
Check out CARL and the list in this survey of generalization in RL. There's also TeachMyAgent, though I'm not sure if that's what you're looking for.
transformer_generalization
What are some alternatives?
CausalWorld - CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
qlib - Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
pomdp-baselines - Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
TeachMyAgent - TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.