Hierarchical Reinforcement Learning for Air-to-Air Combat

Hierarchical Reinforcement Learning for Air-to-Air Combat

3 May 2021

Daria Mićović

Thayne T. Walker

Papers citing "Hierarchical Reinforcement Learning for Air-to-Air Combat"

19 / 19 papers shown

Title
Training Environment for High Performance Reinforcement Learning Greg Search AI4CE 34 0 0 04 May 2025
A survey of air combat behavior modeling using machine learning Patrick Ribu Gorton Andreas Strand K. Brathen AI4CE 37 8 0 22 Apr 2024
Attention-Driven Multi-Agent Reinforcement Learning: Enhancing Decisions with Expertise-Informed Tasks A. R. Kuroswiski Annie S Wu Angelo Passaro 35 0 0 08 Apr 2024
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai 31 1 0 26 Mar 2024
Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making Scotty Black Christian J. Darken 19 2 0 08 Feb 2024
MASP: Scalable GNN-based Planning for Multi-Agent Navigation Xinyi Yang Xinting Yang Chao Yu Jiayu Chen Huazhong Yang Yu Wang AI4CE 39 0 0 05 Dec 2023
Utilizing Explainability Techniques for Reinforcement Learning Model Assurance Alexander Tapley Kyle Gatesman Luis Robaina Brett Bissey Joseph Weissman 11 1 0 27 Nov 2023
Safety, Trust, and Ethics Considerations for Human-AI Teaming in Aerospace Control Kerianne L. Hobbs Bernard Li 35 2 0 15 Nov 2023
Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering Ardian Selmonaj Oleg Szehr Giacomo Del Rio Alessandro Antonucci Adrian Schneider Michael Rüegsegger 20 8 0 20 Sep 2023
TempFuser: Learning Agile, Tactical, and Acrobatic Flight Maneuvers Using a Long Short-Term Temporal Fusion Transformer Hyunki Seong David Hyunchul Shim 19 0 0 07 Aug 2023
Maneuver Decision-Making Through Automatic Curriculum Reinforcement Learning Without Handcrafted Reward functions Hong-Peng Zhang 21 2 0 12 Jul 2023
Learning Environment for the Air Domain (LEAD) Andreas Strand Patrick Ribu Gorton M. Asprusten K. Brathen 29 1 0 27 Apr 2023
Reinforcement Learning Based Self-play and State Stacking Techniques for Noisy Air Combat Environment A. Tasbas S. O. Sahin N. K. Üre 23 3 0 06 Mar 2023
Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards Yuxin Wei Hong-Peng Zhang Chang Huang 18 3 0 12 Feb 2023
A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat Jiajun Chai Wenzhang Chen Yuanheng Zhu Zonggui Yao Dongbin Zhao BDL 28 33 0 05 Dec 2022
Pitch-axis supermanoeuvrability in a biomimetic morphing-wing UAV Arion Pons F. Cirak 19 0 0 19 May 2022
Multiaxis nose-pointing-and-shooting in a biomimetic morphing-wing aircraft Arion Pons F. Cirak 8 5 0 10 Jan 2022
AMITE: A Novel Polynomial Expansion for Analyzing Neural Network Nonlinearities Mauro J. Sanchirico Xun Jiao Chandrasekhar Nataraj 39 3 0 13 Jul 2020
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 104 292 0 16 Oct 2019