Excluding the Irrelevant: Focusing Reinforcement Learning through
Continuous Action Masking

Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking

6 June 2024

Hanna Krasowski

Michael Eichelbeck

Philipp Gassert

Matthias Althoff

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Papers citing "Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking"

7 / 7 papers shown

Title
Guardian: Decoupling Exploration from Safety in Reinforcement Learning Kaitong Cai Jusheng Zhang Jing Yang Keze Wang OffRL OnRL 236 0 0 26 Oct 2025
Learning to Interact in World Latent for Team Coordination Dongsu Lee Daehee Lee Yaru Niu Honguk Woo Amy Zhang Ding Zhao 243 0 0 29 Sep 2025
Safe Reinforcement Learning using Action Projection: Safeguard the Policy or the Environment? Hannah Markgraf Shamburaj Sawant Hanna Krasowski Lukas Schäfer S. Gros Matthias Althoff OffRL 136 0 0 16 Sep 2025
Beyond Fixed Morphologies: Learning Graph Policies with Trust Region Compensation in Variable Action Spaces Thomas Gallien 100 0 0 16 Aug 2025
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment Han Zheng Jing Zhang Mingyang Jiang Peiyuan Liu Danni Liu Tong Qin Ming Yang 722 2 0 05 Mar 2025
CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning Yanxiao Zhao Yangge Qian Jingyang Shan Xiaolin Qin CLL 206 3 0 17 Feb 2025
Directed Exploration in Reinforcement Learning from Linear Temporal Logic Marco Bagatella Andreas Krause Georg Martius OffRL 299 3 0 18 Aug 2024