Scenario-Assisted Deep Reinforcement Learning

9 February 2022

Papers citing "Scenario-Assisted Deep Reinforcement Learning"

8 / 8 papers shown

Title
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation Guy Amir Shahaf Bassan Guy Katz 44 2 0 07 Aug 2024
Verification-Guided Shielding for Deep Reinforcement Learning Davide Corsi Guy Amir Andoni Rodríguez César Sánchez Guy Katz Roy Fox AAML OffRL 37 9 0 10 Jun 2024
Local vs. Global Interpretability: A Computational Complexity Perspective Shahaf Bassan Guy Amir Guy Katz 43 6 0 05 Jun 2024
Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement Learning Davide Corsi Davide Camponogara Alessandro Farinelli OffRL 46 1 0 30 May 2024
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates Udayan Mandal Guy Amir Haoze Wu Ieva Daukantas Fletcher Lee Newell ... Michael Durling Milan Ganai Tobey Shim Guy Katz Clark W. Barrett 47 7 0 22 May 2024
Enhancing Deep Learning with Scenario-Based Override Rules: a Case Study Adiel Ashrov Guy Katz AI4CE 28 2 0 19 Jan 2023
Constrained Reinforcement Learning for Robotics via Scenario-Based Programming Davide Corsi Raz Yerushalmi Guy Amir Alessandro Farinelli D. Harel Guy Katz 27 19 0 20 Jun 2022
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,631 0 02 Feb 2020