Methods › General › Non-Parametric Regression › MFEC
Model-Free Episodic Control
MFEC
Introduced by Charles Blundell et al. in Model-Free Episodic Control
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Non-parametric approximation of Q-values by storing all visited states and doing inference through k-Nearest Neighbors.
Papers archive 2025-07-28
2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Model-Free Episodic Control with State Aggregation 21 Aug 2020 · 0 repositories · arXiv:2008.09685
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Model-Free Episodic Control 14 Jun 2016 · 3 repositories · arXiv:1606.04460Syntology ran 0 of 1 samples · 1 unverified
Tasks archive 2025-07-28
9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Reinforcement Learning | 2 |
| Reinforcement Learning (RL) | 2 |
| model | 2 |
| reinforcement-learning | 2 |
| Atari Games | 1 |
| Decision Making | 1 |
| Deep Reinforcement Learning | 1 |
| Hippocampus | 1 |
| Sequential Decision Making | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections