jerome
05eccd5b53
- 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.
54 lines
2.2 KiB
Markdown
54 lines
2.2 KiB
Markdown
1|# 05 - Agent Research & Learning — Home
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2|**Purpose:** Research papers, tutorials, and resources for AI agent development.
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3|
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4|## Overview
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5|
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6|Stay current with the latest developments in AI agent technology through curated research, tutorials, and community resources.
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7|
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8|## Learning Resources
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9|
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10|### **Academic Papers**
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11|- **Multi-Agent Systems:** Foundations and applications
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12|- **Reinforcement Learning for Agents:** Q-learning, PPO, GRPO
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13|- **Agent Communication Protocols:** FIPA, ACL, custom protocols
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14|- **Tool Learning:** In-context learning for tool selection
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15|
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16|### **Video Tutorials**
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17|- **YouTube Series:** Deep dives into agent architectures
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18|- **Conference Keynotes:** NeurIPS, ICML, ICLR talks
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19|- **Hands-on Labs:** Step-by-step implementation guides
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20|
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21|### **Podcasts**
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22|- **AI Agent Deep Dives:** Interviews with researchers
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23|- **Industry Applications:** Real-world use cases
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24|- **Future Trends:** Expert predictions and analysis
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25|
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26|### **Community Resources**
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27|- **GitHub Repositories:** Open-source agent frameworks
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28|- **Discord Servers:** Community support and collaboration
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29|- **Conferences:** Annual meetups and workshops
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30|
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31|## Recommended Reading
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32|
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33|1. **"Language Models as Zero-Shot Planners"** — arXiv:2106.04415
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34|2. **"ReAct: Synergizing Reasoning and Acting"** — arXiv:2210.03629
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35|3. **"Tool Learning: LLMs Learning to Call External APIs"** — arXiv:2302.04762
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36|4. **"Multi-Agent Collaboration: A Survey"** — arXiv:2310.08056
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37|
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38|## Stay Updated
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39|
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40|- **arXiv Alerts:** Set up daily/weekly digests for "agent" papers
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41|- **Twitter/X:** Follow key researchers and AI labs
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42|- **GitHub Topics:** #ai-agents, #multi-agent, #agent-orchestration
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43|- **Newsletter:** AI Weekly, Towards Data Science, ML News
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44|
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45|## Related Frameworks
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46|
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47|- **[Claude Code & Opencode](../01\ -\ Claude\ Code\ \&\ Opencode/)** — Practical implementation
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48|- **[OpenClaw Framework](../02\ -\ OpenClaw\ Framework/)** — Production orchestration
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49|- **[OpenMAIC Education](../06\ -\ OpenMAIC\ Education/)** — Structured learning
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50|
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51|---
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52|
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53|*Continuous learning resources for Jerome & Theodore to stay ahead in AI agent development.*
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54| |