awesome-agi-cocosci
by SHI-Yu-Zhe
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
AI summary
AGI resource
A curated collection of resources on Artificial General Intelligence and Computational Cognitive Sciences
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- #abduction
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- #planning
- #pragmatics
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- #theory-of-mind
What's in the list
8 links in 8 sections, with live GitHub stats.activeno commit in 2y
Papers / Domain Specific Language
- AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints
, 2024. [ ]. [ ]. The original paper on the automated design of DSLs. This paper introduces the AutoDSL framework to automate DSL-based constraint design across various domains. Utilizing domain specified experimental protocol corpora, AutoDSL optimizes syntactic constraints and abstracts semantic constraints. Quantitative and qualitative analyses of the DSLs designed by AutoDSL across five distinct domains highlight its potential as an auxiliary module for language models, aiming to improve procedural planning and execution
Papers / Methodologies for Experiments
- A computational process-tracing method for measuring people’s planning strategies and how they change over time
, 2022. [ ]. Model-based strategy identification
Academic Tools / Programming
- Probabilistic Models of Cognition
. The probabilistic approach to cognitive science, which models learning and reasoning as inference in complex probabilistic models
Institute & Researcher / BNU
- Yanchao Bi
, -
Institute & Researcher / JHU
Institute & Researcher / SIT
- Mark Ho
, -
People & Book / David Marr
People & Book / Daniel Kahneman
- Thinking, fast and slow
, 2011. [ ]
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