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Inspection/Evasion tasks roadmap #144

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Mark2000 opened this issue Jun 5, 2024 · 1 comment · May be fixed by #214
Open

Inspection/Evasion tasks roadmap #144

Mark2000 opened this issue Jun 5, 2024 · 1 comment · May be fixed by #214
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enhancement New feature or request modeling Satellite and environment capabilities

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@Mark2000
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Mark2000 commented Jun 5, 2024

These are a very popular class of RL problems for spacecraft tasking. What would we need to do to enable this type of research?

@Mark2000 Mark2000 added the enhancement New feature or request label Jun 5, 2024
@Mark2000 Mark2000 added the modeling Satellite and environment capabilities label Sep 30, 2024
@Mark2000
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Mark2000 commented Oct 3, 2024

Per #201, there should be an option to add non-agent satellites to the environment. They should just execute some default FSW mode and not be included in reward/observations/actions/etc.

On second thought, just treat these as another agent.

TODO

Basic thrusting

  • FSW for instantaneous thrust
  • Action for setting instantaneous thrust + duration

High fidelity thrusting

  • Thruster dynamics model
  • FSW for controlling thrusters via absolute thrusts, relative OE control, etc.
  • Action for realistic thruster actions

Observations

  • Observations that are relative to passive satellite (how to link sats?)
  • More relative observations implemented

Scene and data

  • Scene/Data for agent surface observations (lit review here)
  • FSW/dyn linked to surface observations (sun incidence, etc.)
  • Observation of scene (how?)
  • Reward model for agent observation amount
  • penalty model for use of thrust
  • Issue #66: Data manager composition #105 to combine reward types

@Mark2000 Mark2000 linked a pull request Nov 25, 2024 that will close this issue
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enhancement New feature or request modeling Satellite and environment capabilities
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