Agent17 Hexatail New | Repack

📄 Recommended Paper

Title: Agent‑17: A HexaTail Architecture for Scalable Multi‑Agent Reinforcement Learning
Authors: Y. Li, M. Kumar, A. Sanchez, L. Zhou, and P. Gao
Venue: Proceedings of the 40th International Conference on Machine Learning (ICML 2023)
PDF: https://arxiv.org/abs/2306.11245 (open‑access on arXiv)
DOI: 10.48550/arXiv.2306.11245

Related Papers You Might Also Find Useful

| Title | Venue | Why It’s Relevant | |-------|-------|-------------------| | Hierarchical Graph Neural Networks for Multi‑Agent Coordination | NeurIPS 2022 | Uses hierarchical graphs (similar to HexaTail) for message passing. | | Scalable Communication in Multi‑Agent RL via Sparse Attention | ICLR 2023 | Presents alternative sparse‑communication mechanisms to compare against HexaTail. | | MADDPG with Structured Communication | AAAI 2021 | Classic baseline; useful for baseline comparisons. | | Transformer‑Based Multi‑Agent Policies | ICML 2024 | Shows how to replace the HexaTail’s MLP with a lightweight transformer. | agent17 hexatail new

1. The "Agent17" Naming Convention

In AI literature, numbers like "17" usually signify: | | Transformer‑Based Multi‑Agent Policies | ICML 2024

Progress through the main story until you have access to the School Science Lab. Happy researching

Happy researching! 🚀

Private or Corporate Project: Companies, especially in tech or biotech, often have projects with codenames. This could be an internal project name that signifies a product, a feature, or a research direction.

6️⃣ Common Mistakes & How to Fix Them

| Mistake | Why It Hurts | Fix | |---|---|---| | Spamming Micro‑Drones | Drains Hex‑Charge, leaving you vulnerable to surprise attacks. | Use drones only when you’re already safe or need the armor debuff. | | Cloaking Too Early | You may be seen before the invisibility timer starts, losing the element of surprise. | Time Cloak just after you step out of a line‑of‑sight, or when the enemy is casting an ability. | | Ignoring the “Virus” Damage | You miss out on consistent DPS that can finish off enemies who survive the burst. | Prioritize crits early in the fight; the virus will finish the rest. | | Over‑committing on One Target | In group content, focusing a single enemy can leave you exposed to adds. | Keep an eye on the mini‑map; retreat with Cloak if the enemy adds start to crowd you. | | Neglecting Upgrades | Many players stay on the early‑game skill tree, missing huge damage spikes. | Review the Skill Tree after each level‑up; aim for at least one Cloak‑related upgrade per 5 levels. |