# https://huggingface.co/spaces/RFTSystems/Agents-Console

**URL:** <https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578>\
**Category:** Spaces\
**Created:** [December 15, 2025, 1:26pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578 "2025-12-15T13:26:38Z")\
**Posts on this page:** 6\
**Page:** 1

<div class="post-metadata">

**Author:** ![RFTSystems](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/rftsystems/32/59206_2.png) [@RFTSystems](https://discuss.huggingface.co/u/RFTSystems)\
**Post date:** [December 15, 2025, 1:26pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/1 "2025-12-15T13:26:38Z")

</div>

Title: RFT Observer Agent Console — update: Predator collision-avoidance tab added (with graphs + logs)

Hi all — quick update on my Space: [Agents Console - a Hugging Face Space by RFTSystems](https://huggingface.co/spaces/RFTSystems/Agents-Console)

I’ve just updated it with a new **Predator (collision-avoidance) agent** tab.

What this Space is: a transparent, reproducible test harness for a decision-timing framework I call Rendered Frame Theory (RFT). The core idea is simple: timing matters. I model uncertainty explicitly, adapt an effective timing factor (τ\_eff), and use a gate to decide when to commit an action vs wait.

Important clarity:

- I’m calling it an **Observer Agent** because “observer” here means a **decision mechanism** (uncertainty → τ\_eff → gate → commit/wait).
- I’m **not** making a machine consciousness claim in this Space.

What’s now inside:

- **NEO alerting** (noisy tracking + gating)
- **Satellite jitter reduction** (duty/chatter reduction + residual tracking)
- **Starship-style landing harness** (simplified timing-control under wind/thrust disturbances)
- **Predator collision-avoidance agent** (avoid collisions / near-misses under dynamic pursuit)
- **Benchmarks** (baseline vs RFT, same seed) + plots + CSV logs for every run

What I want from the community (engineering feedback):

- Are my baselines fair and clearly defined?
- Does the Predator tab read as a clean control/decision problem (not a “story”)?
- What metrics should I add for Predator? (collision count, min separation, path efficiency, control effort, latency, etc.)
- If any part reads like over-claiming, tell me and I’ll tighten it.

If you run it and something looks off, please paste your seed + settings and I’ll reproduce it from the logs.

> **[Agents Console - a Hugging Face Space by RFTSystems](https://huggingface.co/spaces/RFTSystems/Agents-Console)**
>
> This application simulates NEO alerts, filtering noisy close-approach alerts using adaptive decision timing. Users provide parameters like seed, steps, and noise levels, and get summaries, plots, a...

---

<div class="post-metadata">

**Author:** ![system](https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png) [@system](https://discuss.huggingface.co/u/system)\
**Post date:** [December 15, 2025, 1:27pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/2 "2025-12-15T13:27:47Z")

</div>



---

<div class="post-metadata">

**Author:** ![system](https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png) [@system](https://discuss.huggingface.co/u/system)\
**Post date:** [December 15, 2025, 2:56pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/3 "2025-12-15T14:56:11Z")

</div>



---

<div class="post-metadata">

**Author:** ![John6666](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/john6666/32/27664_2.png) [@John6666](https://discuss.huggingface.co/u/John6666)\
**Post date:** [December 15, 2025, 9:11pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/4 "2025-12-15T21:11:12Z")

</div>

[https://huggingface.co/spaces/RFTSystems/Agents-Console](https://huggingface.co/spaces/RFTSystems/Agents-Console) ?

Edit:  
Fixed!

---

<div class="post-metadata">

**Author:** ![RFTSystems](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/rftsystems/32/59206_2.png) [@RFTSystems](https://discuss.huggingface.co/u/RFTSystems)\
**Post date:** [December 19, 2025, 9:37pm UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/5 "2025-12-19T21:37:13Z")

</div>

My mistake I wondered why you left a ?  
The link is now corrected I somehow missed (e) of the end. 🤔

> **[Agents Console - a Hugging Face Space by RFTSystems](https://huggingface.co/spaces/RFTSystems/Agents-Console)**
>
> This application simulates NEO alerts, filtering noisy close-approach alerts using adaptive decision timing. Users provide parameters like seed, steps, and noise levels, and get summaries, plots, a...

---

<div class="post-metadata">

**Author:** ![system](https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png) [@system](https://discuss.huggingface.co/u/system)\
**Post date:** [December 20, 2025, 9:37am UTC](https://discuss.huggingface.co/t/https-huggingface-co-spaces-rftsystems-agents-console/171578/6 "2025-12-20T09:37:26Z")

</div>

This topic was automatically closed 12 hours after the last reply. New replies are no longer allowed.
