Dreamcoder Bootstrapping Inductive Program Synthesis With Wake Sleep Library Learning

By Editorial Team · October 19, 2026 · 5 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
  4. Detailed Analysis
  5. Summary

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

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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)
[POPL'23] Top-Down Synthesis for Library Learning
[POPL'23] Top-Down Synthesis for Library Learning
ALIFE2023: Open-Ended Library Learning in Unsupervised Program Synthesis
ALIFE2023: Open-Ended Library Learning in Unsupervised Program Synthesis
The wake sleep algorithm 63 Machine Learning
The wake sleep algorithm 63 Machine Learning
Syntax-Guided Program Synthesis
Syntax-Guided Program Synthesis
Interpretable Program Synthesis
Interpretable Program Synthesis
Kevin Ellis 2022-10-07 13:30 GEP Pavillon Workshop on Dependable and Secure Software Systems
Kevin Ellis 2022-10-07 13:30 GEP Pavillon Workshop on Dependable and Secure Software Systems
Learning to learn generative programs with Memoised Wake-Sleep
Learning to learn generative programs with Memoised Wake-Sleep
Inductive Program Synthesis over Noisy Data
Inductive Program Synthesis over Noisy Data

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Last Updated: October 19, 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 Rajeev Alur (University of Pennsylvania) simons.berkeley.edu/talks/syntax-guided- ... a PhD student MIT and he's done a very interesting work on We present a new framework and associated synthesis algorithms for

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