Agent17 Hexatail New ✓

Welcome to the world of Hexatail! If you’re picking up Agent 17 for the first time (or returning after a patch), this guide will walk you through everything you need to know to get the most out of the character—core concepts, early‑game priorities, mid‑game power spikes, and a few “pro‑tips” that often separate the good from the great.


| Section | Core Insight | |---------|--------------| | 1. Introduction | Highlights the scalability bottleneck of dense communication in MARL and motivates a hexagonal branching factor (6) as a sweet spot between connectivity and bandwidth. | | 3. HexaTail Architecture | Defines the HexaTail as a recursive 6‑ary tree where each node aggregates messages from its children, applies a lightweight Tail‑Fusion MLP, and propagates upward. | | 4. Dual‑Policy Learning | Shows how a centralized critic (global Q‑function) is trained with the HexaTail messages, while each agent’s decentralized actor only receives its own local tail output. | | 5. Theoretical Guarantees | Proves that the maximum communication hop count grows as ⌈log₆ N⌉, yielding logarithmic latency even for 10⁴ agents. | | 6. Empirical Results | Demonstrates superior sample efficiency (fewer environment steps to reach a target win‑rate) and wall‑clock speed (≈30 % faster) across three benchmark suites. | | 7. Ablations | Shows that (i) reducing the branching factor to 4 harms scalability, (ii) removing the dual‑policy component reduces performance by ~15 %. | | 8. Limitations & Future Work | Discusses (a) handling dynamic agent populations, (b) extending the HexaTail to heterogeneous sensor modalities, and (c) integrating learned routing policies. |


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Introducing Agent17 Hexatail: Unleashing a New Era of Stealth and Deception

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