Datasets › CARL
CARL (Context Adaptive RL)
CARL (context adaptive RL) provides highly configurable contextual extensions to several well-known RL environments. It's designed to test your agent's generalization capabilities in all scenarios where intra-task generalization is important.
Benchmarks include:
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OpenAI gym classic control suite extended with several physics context features like gravity or friction
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OpenAI gym Box2D BipedalWalker, LunarLander and CarRacing, each with their own modification possibilities like new vehicles to race
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All Brax locomotion environments with exposed internal features like joint strength or torso mass
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Super Mario (TOAD-GAN), a procedurally generated jump'n'run game with control over level similarity
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RNADesign, an environment for RNA design given structure constraints with structures from different datasets to choose from
Description from: CARL
Image source: https://github.com/automl/CARL
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Face Recognition | Carl | Model with Up Convolution + DoG Filter (Aligned) Rank-1 85 | Thermal to Visible Face Recognition Using Deep Autoencoders | Faceplugin-ltd/FaceRecognition-Android +1 | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Thermal to Visible Face Recognition Using Deep Autoencoders | 2 | 1 | 10 Feb 2020 | not harvested |
| Deep Perceptual Mapping for Cross-Modal Face Recognition | 0 | 1 | 20 Jan 2016 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
No task tagged in the archive.
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CARL
1 variant name, as the archive lists them.
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