Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning

13 April 2021

Papers citing "Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning"

5 / 5 papers shown

Title
Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning F. D. Lellis M. Coraggio G. Russo Mirco Musolesi Mario di Bernardo OffRL 29 4 0 16 Nov 2023
A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents Sukai Huang N. Lipovetzky Trevor Cohn 38 2 0 26 May 2023
Developing Driving Strategies Efficiently: A Skill-Based Hierarchical Reinforcement Learning Approach Yigit Gurses Kaan Buyukdemirci Y. Yildiz 31 5 0 04 Feb 2023
Reinforcement Learning for UAV control with Policy and Reward Shaping Cristian Millán-Arias R. Contreras Francisco Cruz Bruno José Torres Fernandes OffRL 23 1 0 06 Dec 2022
Learning from Trajectories via Subgoal Discovery S. Paul J. Baar Amit K. Roy-Chowdhury 86 47 0 03 Nov 2019