Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards

12 February 2023

Papers citing "Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards"

20 / 20 papers shown

Title
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations Joao P. A. Dantas André N. Costa F. E. L. Medeiros Diego Geraldo Marcos R. O. A. Máximo Takashi Yoneyama 41 12 0 09 Jul 2022
Reinforcement Learning based Air Combat Maneuver Generation Muhammed Murat Özbek E. Koyuncu 21 4 0 14 Jan 2022
Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat Yiwen Zhu Zhou Fang Yuan Zheng Wenya Wei 36 2 0 01 Dec 2021
Coarse-to-Fine Curriculum Learning Otilia Stretcu Emmanouil Antonios Platanios Tom Michael Mitchell Barnabas Poczos 39 11 0 08 Jun 2021
Hierarchical Reinforcement Learning for Air-to-Air Combat Adrian P. Pope J. Ide Daria Mićović Henry Diaz D. Rosenbluth Lee Ritholtz Jason C. Twedt Thayne T. Walker K. Alcedo D. Javorsek 53 73 0 03 May 2021
When Do Curricula Work? Xiaoxia Wu Ethan Dyer Behnam Neyshabur 68 118 0 05 Dec 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 96 29 0 03 Jul 2020
Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO Logan Engstrom Andrew Ilyas Shibani Santurkar Dimitris Tsipras Firdaus Janoos L. Rudolph Aleksander Madry AAML 58 229 0 25 May 2020
Curriculum By Smoothing Samarth Sinha Animesh Garg Hugo Larochelle 101 7 0 03 Mar 2020
Multi Pseudo Q-learning Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles Wenjie Shi Senior Member Ieee Shiji Song Cheng Wu F. I. C. L. Philip Chen 42 81 0 07 Sep 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 75 447 0 07 Apr 2019
Competence-based Curriculum Learning for Neural Machine Translation Emmanouil Antonios Platanios Otilia Stretcu Graham Neubig Barnabás Póczós Tom Michael Mitchell 89 344 0 23 Mar 2019
Accuracy-based Curriculum Learning in Deep Reinforcement Learning Pierre Fournier Olivier Sigaud Mohamed Chetouani Pierre-Yves Oudeyer ODL 114 39 0 25 Jun 2018
Distributed Distributional Deterministic Policy Gradients Gabriel Barth-Maron Matthew W. Hoffman David Budden Will Dabney Dan Horgan TB Dhruva Alistair Muldal N. Heess Timothy Lillicrap OffRL 88 480 0 23 Apr 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 47 245 0 11 Feb 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 111 1,456 0 14 Dec 2017
Reverse Curriculum Generation for Reinforcement Learning Carlos Florensa David Held Markus Wulfmeier Michael Zhang Pieter Abbeel 83 445 0 17 Jul 2017
Automated Curriculum Learning for Neural Networks Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos Koray Kavukcuoglu 85 531 0 10 Apr 2017
Efficient Multitask Feature and Relationship Learning Han Zhao Otilia Stretcu Alex Smola Geoffrey J. Gordon 31 25 0 14 Feb 2017
Curriculum Learning of Multiple Tasks Anastasia Pentina V. Sharmanska Christoph H. Lampert 72 245 0 03 Dec 2014