Dreamcoder Bootstrapping Inductive Program Synthesis With Wake Sleep Library Learning

By Editorial Team · October 1, 2026 · 6 min read

Dreamcoder Bootstrapping Inductive Program Synthesis With Wake Sleep Library Learning Information Guide

  1. Background on Dreamcoder Bootstrapping Inductive Program Synthesis With Wake Sleep Library Learning
  2. Important Facts
  3. Developments
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Background on Dreamcoder Bootstrapping Inductive Program Synthesis With Wake Sleep Library Learning

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Details DreamCoder's Wake-Sleep Library Learning - Kevin Ellis Guide
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Developments

Full DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning Guide
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Kevin Ellis: Growing Libraries of Subroutines with Wake/Sleep Bayesian Program Learning
Kevin Ellis: Growing Libraries of Subroutines with Wake/Sleep Bayesian Program Learning
DreamCoder: Wake & Sleep Program Learning (reading papers)
DreamCoder: Wake & Sleep Program Learning (reading papers)
03/15/2022 -- Kevin Ellis (Cornell)
03/15/2022 -- Kevin Ellis (Cornell)
The wake sleep algorithm 63 Machine Learning
The wake sleep algorithm 63 Machine Learning
[POPL'23] Top-Down Synthesis for Library Learning
[POPL'23] Top-Down Synthesis for Library Learning
UIST 2020 Interactive Program Synthesis Preview
UIST 2020 Interactive Program Synthesis Preview
ALIFE2023: Open-Ended Library Learning in Unsupervised Program Synthesis
ALIFE2023: Open-Ended Library Learning in Unsupervised Program Synthesis
Inductive Program Synthesis over Noisy Data
Inductive Program Synthesis over Noisy Data
Dreamcoder - Fall Asleep
Dreamcoder - Fall Asleep
Learning to learn generative programs with Memoised Wake-Sleep
Learning to learn generative programs with Memoised Wake-Sleep
Syntax-Guided Program Synthesis
Syntax-Guided Program Synthesis

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Last Updated: October 1, 2026

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Summary

Kevin Ellis (Cornell) simons.berkeley.edu/talks/ In this video we discuss the paper " ALIFE2023: 26(Wed) AI & Machine We present a new framework and associated synthesis algorithms for My new song is here. Enjoy and have a good Rajeev Alur (University of Pennsylvania) simons.berkeley.edu/talks/syntax-guided-

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