The Logical Options Framework

The Logical Options Framework

24 February 2021

Kiran Vodrahalli

Jonathan A. DeCastro

Daniela Rus

Papers citing "The Logical Options Framework"

9 / 9 papers shown

Title
Skill Expansion and Composition in Parameter Space Tenglong Liu J. Li Yinan Zheng Haoyi Niu Yixing Lan Xin Xu Xianyuan Zhan 58 4 0 09 Feb 2025
Generalization of Compositional Tasks with Logical Specification via Implicit Planning Duo Xu Faramarz Fekri OffRL 28 1 0 13 Oct 2024
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL Mathias Jackermeier Alessandro Abate OffRL 43 1 0 06 Oct 2024
Scalable Signal Temporal Logic Guided Reinforcement Learning via Value Function Space Optimization Yiting He Peiran Liu Yiding Ji OffRL 36 0 0 04 Aug 2024
Generalizing LTL Instructions via Future Dependent Options Duo Xu Faramarz Fekri OffRL AI4CE 24 1 0 08 Dec 2022
Categorical semantics of compositional reinforcement learning Georgios Bakirtzis M. Savvas Ufuk Topcu CoGe 40 4 0 29 Aug 2022
Learning Task Automata for Reinforcement Learning using Hidden Markov Models Alessandro Abate Y. Almulla James Fox David Hyland Michael Wooldridge OffRL 25 6 0 25 Aug 2022
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications Borja G. Leon Murray Shanahan Francesco Belardinelli AI4CE 26 15 0 18 Oct 2021
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning Rodrigo Toro Icarte Toryn Q. Klassen Richard Valenzano Sheila A. McIlraith OffRL 44 215 0 06 Oct 2020