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# System prepended metadata

title: 'Themes in sticky notes:'

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**Dynamic plotting subgroup 
**

# Themes in sticky notes: 
- base level would like radar screen view
- replay from a  log (with functionality to pause)
- pause and then do further analysis on the scenario 
- visualise the plan for an AI agent?
- Starcraft dynamic plots of attention mechanisms and future activation (Google DeepMind paper)
- Visualise differences between two agents strategies as they evolve 
- Plan and side view of separation 
- Slider to step through trajectory 

# Academic needs and dynamic visualisation:

* Optimiser- potential solutions in a hopper- can we roll out what these solutions would look like? Similarly would like to do this with technical safety  (this might overlap with interactive subgroup)
* Connection to aircraft performance database? (low priority atm)
* Pause and view minimum distance 


# Interactivity and presentation: 
* Click on aircraft 
* Buttons on the side 
* What is agent planning for that aircraft?
* Digital strip? To convey more data than can be communicated in the radar plot. Digital strip might be an effective way to communicate to NATS and be helpful in more complicated future trials of agents where there are non-interacting aircraft 
* Highlight plane and strip if the agent is paying attention to it 


# Implementation: 
* matplotlib would be ideal, although not needed for overlays and radar data 
* mp4 rather than gif
* GUI for the "AI college" 
* 3D plot? Clearances pinging across 
* Analysis opens in another window 

# Action points
* RL would benefit from playback of the log, this would help design better agents- PyGame to do this. Marc to come up with demo
* 3D plots would be a good way for non-ATCO trained people on the project to understand what is happening
* Button to pause replay and extract data for analysis  
* Explore the digital strip idea- what data needs to be conveyed? Use this to highlight the attention mechanism 