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Moderation and publication decisions

Editors assign reviewers, override classification, and move approved manuscripts into preprint or journal publication.

published preprint

Final Submission and Research Story: ASRA Phase 9 — Integrating Adaptive Scientific Reasoning

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Decision Biology Bridge: ASRA Phase 8 — From Grid Worlds to Perturbation–Response Reasoning

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Robustness and Generalization: ASRA Phase 7 — From Capability to Reliability

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Planning and Strategy Invention: ASRA Phase 6 — From Goals to Action Sequences

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Goal Inference and Hypothesis Ranking: ASRA Phase 5 — From Interventions to Scientific Objectives

Field: Biology

Subfield: Decision Biology

Journal fit: SciLayer Biology

published preprint

Causal Action Semantics: ASRA Phase 4 — From Observed Effects to Intervention Reasoning

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Transition-Centric Memory and Directed Exploration: Beyond Compressive Observation Memory in ASRA

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA Phase 3 — Exploration, Memory, and Navigation (Technical Specification)

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Directed Exploration and Episodic Memory: ASRA Phase 3 — From Structure to Navigation

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Adaptive Scientific Discovery Benchmark (ASDB): A Two-Track Framework for Evaluating Interactive Agents

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Object-Centric Adaptive Reasoning: ASRA Phase 2 — From Pixel Transitions to Symbolic Structure

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Orbit Wars Phase 4: Applying NFM, ASRA, and Atlas-GS to Multi-Agent RTS Competition

Field: Artificial Intelligence

Subfield: Foundation Models

Journal fit: SciLayer Artificial Intelligence

published preprint

Atlas-GS: An End-to-End Implementation of Gaussian World Modeling for Embodied Robotics

Field: Artificial Intelligence

Subfield: Foundation Models

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA vs Buchanan–Ma: A Mathematical Theory of Memory

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

From "Databricks Meets PyTorch" to "Databricks Meets Keras": AI Platform Evolution with ASRA

Field: Artificial Intelligence

Subfield: Scientific AI

Journal fit: SciLayer Artificial Intelligence

published preprint

Nature Foundation Models: A Hierarchical Framework for Learning Worlds, Embodiment, and Scientific Intelligence

Field: Artificial Intelligence

Subfield: Foundation Models

Journal fit: SciLayer Artificial Intelligence

published preprint

Transition-Centric Experience: ASRA Phase 1 — From Unknown Actions to Empirical Reasoning

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ARC-AGI-3 Kaggle Gateway Deployment Specification

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA Evaluation Report — ARC-AGI-3 & Phase Benchmarks (v0)

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA Integrated Architecture — Nine-Layer Stack Reference

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA Phase 2 — Original ARC Full-Dataset Evaluation Results

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Repeated-Run Learning Evaluation for ARC-AGI-3 — Protocol and ASRA Mapping

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Intelligence as Representation Discovery: Ontologies, Semantics, and the Foundations of Adaptive Scientific Reasoning

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Understanding Action Semantics Inference Through State Transitions in ASRA

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

Architectures for Adaptive Scientific Reasoning Under Uncertainty

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

published preprint

ASRA for Decision Biology

Field: Artificial Intelligence

Subfield: Machine Learning

Journal fit: SciLayer Artificial Intelligence

under review

Semantic Scholarship Graph for Open Review

Field: Information Science

Subfield: Semantic Search

Journal fit: SciLayer Information Science