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CA* Reservation Table not reliable

Describe the bug
the reservation table seems to not work at times as we still get collisions: maybe when an agent stops it's position is not kept within the reservation table.

To Reproduce
Steps to reproduce the behavior:
Not sure, tried random positions and it collided

Expected behavior
No collision

Screenshots
Woops no data

CA*

If two agents are walking towards each other, one of them should find another next best node

Dependency Dashboard

This issue lists Renovate updates and detected dependencies. Read the Dependency Dashboard docs to learn more.

Open

These updates have all been created already. Click a checkbox below to force a retry/rebase of any.

Detected dependencies

github-actions
.github/workflows/format.yml
  • actions/checkout v2
  • actions/checkout v2
  • actions/setup-python v2
  • stefanzweifel/git-auto-commit-action v4.12.0
.github/workflows/pip-tests.yml
  • actions/checkout v2
  • actions/setup-python v2
  • actions/checkout v2.4.0
  • snickerbockers/submodules-init v4
.github/workflows/tests.yml
  • actions/checkout v2
  • actions/setup-python v2
  • actions/checkout v2.4.0
  • snickerbockers/submodules-init v4
  • actions/checkout v2
  • actions/setup-python v2
  • actions/checkout v2.4.0
  • snickerbockers/submodules-init v4
  • codecov/codecov-action v2
pip_requirements
requirements.txt
  • numpy ==1.21.4
  • scipy ==1.7.2
  • coloredlogs ==15.0.1
  • matplotlib ==3.5.0
  • termcolor ==1.1.0

  • Check this box to trigger a request for Renovate to run again on this repository

Concurrency

Implement threading for decentralized planners

CA*

Cooperative A* (A* with a reservation table)

States are defined by adding another dimension: time.

Does Cooperative A* work?

Describe the bug
WWWWWWWWWWWWWWWWWWWW
WW___________________WWWWWW
W_A___B____________goalB_goalA_W
WWWWWWWWWWWWWWWWWWWW

Robot A can't find its path in the scenario above.

To Reproduce
Steps to reproduce the behavior:

  1. Set the wall and A,B in the above
  2. Run simulation

Expected behavior
A and B finds its path, respectively.

Screenshots
If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

  • OS: Ubuntu 20.04
  • Browser Chrome

Additional context
I see "WARNING Path not found for agent [A]" in the terminal.

DevOps Roadmap

  • Upload package on Pypi
    • Create setup.py
    • Find a name
    • Tag version
  • Setup Github Actions
    • Build from repo
    • Test from repo
    • Build from pypi
  • Setup Contributing.md
  • Setup issue templates
  • Setup PR templates

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