Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour

31 January 2023

Papers citing "Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour"

5 / 5 papers shown

Title
Generating Causal Explanations of Vehicular Agent Behavioural Interactions with Learnt Reward Profiles Rhys Howard Nick Hawes Lars Kunze CML 59 1 0 18 Mar 2025
Towards Probabilistic Causal Discovery, Inference & Explanations for Autonomous Drones in Mine Surveying Tasks Ricardo Cannizzaro Rhys Howard P. Lewińska Lars Kunze 13 4 0 19 Aug 2023
Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour Rhys Howard Lars Kunze CML 9 3 0 06 Jun 2023
Causal Discovery from Conditionally Stationary Time Series Carles Balsells-Rodas Ruibo Tu Hedvig Kjellström Yingzhen Li Gabriele Schweikert Hedvig Kjellstrom Yingzhen Li BDL CML AI4TS 32 5 0 12 Oct 2021
Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference Chengxi Li Stanley H. Chan Yi-Ting Chen CML 76 51 0 05 Mar 2020