sisl / sisl/MADRL

In the pursuit (2vs5), why can't step the actions like [2,2]?

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Dominant language
Python
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Description

env = pursuit_v3.env(max_cycles=500, x_size=16, y_size=16, local_ratio=1.0, n_evaders=5,
n_pursuers=2,obs_range=7, n_catch=2, freeze_evaders=False, tag_reward=0.01,
catch_reward=5.0, urgency_reward=0.0, surround=True, constraint_window=1.0)

if the joint action is [2,2], how can I step it?
I tried env.step([2,2]), but return AssertionError: action is not in action space

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by inspecting the pursuit_v3.env action space and the env.step entry point mentioned in the issue. Determine how joint actions for two pursuers are represented, then document the expected call and its successful result; no specific file or test is named in the report.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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