jerome
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- Moved scattered scripts, templates, and documentation into organized directories (applications/, scripts/, assets/). - Updated .gitignore to strictly exclude secrets, state files, and IDE configs. - Added comprehensive README.md outlining repository structure and best practices. - Preserved all existing documentation and technical architecture files. - Prepared infrastructure/ for AWS Org and Proxmox Terraform management.
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1|# 05 - Agent Research & Learning — Home 2|Purpose: Research papers, tutorials, and resources for AI agent development. 3| 4|## Overview 5| 6|Stay current with the latest developments in AI agent technology through curated research, tutorials, and community resources. 7| 8|## Learning Resources 9| 10|### Academic Papers 11|- Multi-Agent Systems: Foundations and applications 12|- Reinforcement Learning for Agents: Q-learning, PPO, GRPO 13|- Agent Communication Protocols: FIPA, ACL, custom protocols 14|- Tool Learning: In-context learning for tool selection 15| 16|### Video Tutorials 17|- YouTube Series: Deep dives into agent architectures 18|- Conference Keynotes: NeurIPS, ICML, ICLR talks 19|- Hands-on Labs: Step-by-step implementation guides 20| 21|### Podcasts 22|- AI Agent Deep Dives: Interviews with researchers 23|- Industry Applications: Real-world use cases 24|- Future Trends: Expert predictions and analysis 25| 26|### Community Resources 27|- GitHub Repositories: Open-source agent frameworks 28|- Discord Servers: Community support and collaboration 29|- Conferences: Annual meetups and workshops 30| 31|## Recommended Reading 32| 33|1. "Language Models as Zero-Shot Planners" — arXiv:2106.04415 34|2. "ReAct: Synergizing Reasoning and Acting" — arXiv:2210.03629 35|3. "Tool Learning: LLMs Learning to Call External APIs" — arXiv:2302.04762 36|4. "Multi-Agent Collaboration: A Survey" — arXiv:2310.08056 37| 38|## Stay Updated 39| 40|- arXiv Alerts: Set up daily/weekly digests for "agent" papers 41|- Twitter/X: Follow key researchers and AI labs 42|- GitHub Topics: #ai-agents, #multi-agent, #agent-orchestration 43|- Newsletter: AI Weekly, Towards Data Science, ML News 44| 45|## Related Frameworks 46| 47|- [Claude Code & Opencode](../01\ -\ Claude\ Code\ &\ Opencode/) — Practical implementation 48|- [OpenClaw Framework](../02\ -\ OpenClaw\ Framework/) — Production orchestration 49|- [OpenMAIC Education](../06\ -\ OpenMAIC\ Education/) — Structured learning 50| 51|--- 52| 53|Continuous learning resources for Jerome & Theodore to stay ahead in AI agent development. 54|