Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning

16 November 2023

Papers citing "Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning"

5 / 5 papers shown

Title
Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications Sinan Ibrahim Mostafa Mostafa Ali Jnadi Hadi Salloum Pavel Osinenko OffRL 52 12 0 31 Dec 2024
Data-driven architecture to encode information in the kinematics of robots and artificial avatars F. D. Lellis M. Coraggio Nathan C. Foster Riccardo Villa Cristina Becchio Mario di Bernardo 18 1 0 11 Mar 2024
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants Yixuan Sun Sami Khairy Richard B. Vilim Rui Hu Akshay J. Dave 18 2 0 23 Jan 2024
Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping Lauren H. Cooke Harvey Klyne Edwin Zhang Cassidy Laidlaw Milind Tambe Finale Doshi-Velez 21 2 0 15 Dec 2023
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 171 1,631 0 02 Feb 2020