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Enhance Env step with adaptive penalties - #1

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chenmaike wants to merge 1 commit into
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codex/update-dvp-penalty-to-adaptive-method
Open

chenmaike wants to merge 1 commit into
mainfrom
codex/update-dvp-penalty-to-adaptive-method

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Summary

  • add adaptive Lagrangian penalty with soft barrier for DVP constraint violations
  • tighten infeasible action handling using candidate mask-aware penalties
  • refresh environment resets to keep candidate masks and lambda state consistent

Testing

  • python -m compileall test.py

Codex Task

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