# 📋 Planning

| Research | Links |
|----------|-----------|
| 🤖🛠 IN-THE-FLOW Agentic System Optimization for Effective Planning and Tool Use 🛠🤖 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7382098463963987968-Twz6) · [Paper](https://arxiv.org/pdf/2510.05592) |
| 🤖🌳 MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning 🌳🤖 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7337776825055522817-7EUG) · [Paper](https://arxiv.org/abs/2506.05813) |
