Agents, open-endedness, AGI — page 1

• A Comprehensive Evaluation of Tool-Assisted Generation Strategies
  url:research.google/blog/few-shot-tool-use-doesnt-really-work-yet · 2024-05-30 · metadata only
• A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents
  arxiv:2311.00344 · 2023-11-01 · text available
• A social path to human-like artificial intelligence
  doi:10.1038/s42256-023-00754-x · 2023-11-01 · text available
• AI Finds A Way
  arxiv:2608.23875 · 2026-08-26 · text available
• AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence
  arxiv:1905.10985 · 2019-05-27 · text available
• AlphaGo Moment for Model Architecture Discovery
  arxiv:2507.18074 · 2025-07-24 · text available
• Automated Design of Agentic Systems
  arxiv:2408.08435 · 2024-08-15 · text available
• Competition and Attraction Improve Model Fusion
  arxiv:2508.16204 · 2025-08-22 · text available
• Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
  arxiv:2505.22954 · 2025-05-29 · text available
• Dr. Zero: Self-Evolving Search Agents without Training Data
  arxiv:2601.07055 · 2026-01-11 · text available
• Dream-RSI: Recursive Self-Improvement through Evolving Worlds
  arxiv:2609.14858 · 2026-09-14 · text available
• Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement
  arxiv:2410.04444 · 2024-10-06 · text available
• Harnessing Agentic Evolution
  arxiv:2605.13821 · 2026-05-13 · text available
• Hyperagents
  arxiv:2603.19461 · 2026-03-19 · text available
• Language Agents as Optimizable Graphs
  arxiv:2402.16823 · 2024-02-26 · text available
• Learning Formal Mathematics From Intrinsic Motivation
  arxiv:2407.00695 · 2024-06-30 · text available
• Learning to Continually Learn via Meta-learning Agentic Memory Designs
  arxiv:2602.07755 · 2026-02-08 · text available
• Levels of AGI for Operationalizing Progress on the Path to AGI
  arxiv:2311.02462 · 2023-11-04 · text available
• LLM Powered Autonomous Agents (Lilian Weng)
  url:lilianweng.github.io/posts/2023-06-23-agent · 2023-06-23 · metadata only
• Mathematical discoveries from program search with large language models
  doi:10.1038/s41586-023-06924-6 · 2023-12-14 · text available
• MemEvolve: Meta-Evolution of Agent Memory Systems
  arxiv:2512.18746 · 2025-12-21 · text available
• MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
  arxiv:2601.03192 · 2026-01-06 · text available
• Meta Context Engineering via Agentic Skill Evolution
  arxiv:2601.21557 · 2026-01-29 · text available
• MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
  url:minedojo.org · 2022-06-17 · metadata only