Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications

31 December 2024

Papers citing "Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications"

5 / 5 papers shown

Title
An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination Dixiao Wei Peng Yi Jinlong Lei Yiguang Hong Yuchuan Du 28 0 0 28 Apr 2025
The Crucial Role of Problem Formulation in Real-World Reinforcement Learning Georg Schafer Tatjana Krau Jakob Rehrl Stefan Huber Simon Hirlaender OffRL 44 0 0 26 Mar 2025
Timing the Match: A Deep Reinforcement Learning Approach for Ride-Hailing and Ride-Pooling Services Yiman Bao Jie Gao Jinke He F. Oliehoek Oded Cats 31 0 0 17 Mar 2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic B. Mabsout Abdelrahman AbdelGawad R. Mancuso 36 1 0 04 Mar 2025
Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback Qinqing Zheng Mikael Henaff Amy Zhang Aditya Grover Brandon Amos LLMAG OffRL 18 3 0 30 Oct 2024