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FLoRA

Clean network implementation for learning temporal-logic-style scoring rules from trajectory predicates.

This repository does not include the full nuPlan pipeline. It contains the core learnable network, extraction utilities, training helpers, tests, and the project website/docs.

Contents

  • flora/: network, differentiable logic operators, extraction, and training utilities
  • tests/: unit tests for the core implementation
  • examples/: minimal usage example
  • docs/: website and documentation source

Install

uv sync --all-extras

Test

uv run pytest tests/

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FLoRA: A Framework for Learning Scoring Rules in Autonomous Driving Planning Systems

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