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|