A Graph-based Adversarial Imitation Learning Framework for Reliable &
Realtime Fleet Scheduling in Urban Air Mobility

A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility

16 July 2024

Souma Chowdhury

Papers citing "A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility"

12 / 12 papers shown

Title
Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties Steve Paul Jhoel Witter Souma Chowdhury AI4TS 51 2 0 09 Jan 2024
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility Malintha Fernando Ransalu Senanayake Heeyoul Choi Martin Swany 42 4 0 14 Feb 2023
imitation: Clean Imitation Learning Implementations Adam Gleave Mohammad Taufeeque Juan Rocamonde Erik Jenner Steven H. Wang Sam Toyer M. Ernestus Nora Belrose Scott Emmons Stuart J. Russell MLAU 102 31 0 22 Nov 2022
Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks Steve Paul P. Ghassemi Souma Chowdhury 39 22 0 06 May 2022
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search Zhuwen Li Qifeng Chen V. Koltun GNN 94 475 0 25 Oct 2018
Graph Capsule Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN 76 127 0 21 May 2018
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks Yoav Kaempfer Lior Wolf 63 71 0 26 Mar 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 112 1,207 0 22 Mar 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 463 19,006 0 20 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 670 131,414 0 12 Jun 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 105 1,467 0 05 Apr 2017
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 131 3,105 0 10 Jun 2016