Generalized Planning With Deep Reinforcement Learning

5 May 2020

Papers citing "Generalized Planning With Deep Reinforcement Learning"

7 / 7 papers shown

Title
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning Wenjun Li Changyu Chen Pradeep Varakantham 54 2 0 15 Jun 2024
Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning Dillon Z. Chen Felipe W. Trevizan Sylvie Thiébaux VLM 38 8 0 25 Mar 2024
Meta-operators for Enabling Parallel Planning Using Deep Reinforcement Learning Ángel Aso-Mollar Eva Onaindia OffRL 29 0 0 13 Mar 2024
Scale-Adaptive Balancing of Exploration and Exploitation in Classical Planning Stephen Wissow Masataro Asai 32 2 0 16 May 2023
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning R. Bettker P. Minini André Grahl Pereira M. Ritt 27 1 0 23 Nov 2022
Learning Feasibility of Factored Nonlinear Programs in Robotic Manipulation Planning Joaquim Ortiz de Haro Jung-Su Ha Danny Driess E. Karpas Marc Toussaint 32 2 0 22 Oct 2022
Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks Tom Silver Rohan Chitnis Aidan Curtis J. Tenenbaum Tomas Lozano-Perez L. Kaelbling GNN 25 78 0 11 Sep 2020