Repository of useful links¶

Related publications¶

  1. Interpretable Goal-based Prediction and Planning for Autonomous Vehicles (IGP2): The original IGP2 conference paper.

  2. Interpretable Goal Recognition in the Presence of Occluded Factors for Autonomous Vehicles: Follow-up paper to IGP2 with support for occlusions.

  3. GRIT: Fast, Interpretable, and Verifiable Goal Recognition with Learned Decision Trees for Autonomous Driving: A related goal-recognition conference paper to IGP2.

  4. Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making : Automatically explaining the decisions of IGP2.

Technical documentation¶

  1. CARLA 0.9.13 Documentation: CARLA 0.9.13 documentation.

  2. ASAM OpenDrive: The ASAM OpenDrive standard.

  3. MathWorks RoadRunner: For creating OpenDrive maps.

  4. Truevision Designer: For creating OpenDrive maps.

Datasets¶

  1. inD: Dataset of interactions in junctions.

  2. rounD: Dataset of roundabout traffic.

  3. exiD: Dataset of off/on-ramp interactions on a high-way.

  4. INTERACTION: A dataset of complex dense traffic interactions.

igp2

Navigation

Contents:

  • Installation
  • First steps
  • Custom scenarios
  • Goal Recognition
  • Road layouts
  • Configuration files
  • Adding new behaviour
  • Overwriting MCTS
  • Commandline options
  • Repository of useful links
    • Related publications
    • Technical documentation
    • Datasets
  • IGP2 API
  • Module dependency graph
  • Changelog

Related Topics

  • Documentation overview
    • Previous: Commandline options
    • Next: IGP2 API
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