4 citations · 5 across the 7 of their papers we have counts for
7 papers
Adaptive Probabilistic Planning for the Uncertain and Dynamic Orienteering Problem
Qiuchen Qian, Yanran Wang, David Boyle
The Orienteering Problem (OP) is a well-studied routing problem that has been extended to incorporate uncertainties, reflecting stochastic or dynamic travel costs, prize-collection…
On Solving Close Enough Orienteering Problems with Overlapped Neighborhoods
Qiuchen Qian, Yanran Wang, David Boyle
Close Enough Traveling Salesman Problem (CETSP) is a well-known variant of TSP whereby the agent may complete its mission at any point within a target neighborhood. Heuristics base…
Probabilistic Constrained Reinforcement Learning with Formal Interpretability
Yanran Wang, Qiuchen Qian, David Boyle
Reinforcement learning can provide effective reasoning for sequential decision-making problems with variable dynamics. Such reasoning in practical implementation, however, poses a…
QuaDUE-CCM: Interpretable Distributional Reinforcement Learning using Uncertain Contraction Metrics for Precise Quadrotor Trajectory Tracking
Yanran Wang, James O'Keeffe, Qiuchen Qian +1
Accuracy and stability are common requirements for Quadrotor trajectory tracking systems. Designing an accurate and stable tracking controller remains challenging, particularly in…
Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems
Yanran Wang, James O'Keeffe, Qiuchen Qian +1
This paper presents a novel trajectory tracker for autonomous quadrotor navigation in dynamic and complex environments. The proposed framework integrates a distributional Reinforce…
KinoJGM: A framework for efficient and accurate quadrotor trajectory generation and tracking in dynamic environments
Yanran Wang, James O'Keeffe, Qiuchen Qian +1
Unmapped areas and aerodynamic disturbances render autonomous navigation with quadrotors extremely challenging. To fly safely and efficiently, trajectory planners and trackers must…
Practical Mission Planning for Optimized UAV-Sensor Wireless Recharging
Qiuchen Qian, James O'Keeffe, Yanran Wang +1
Optimal maintenance of sensor nodes in a Wireless Rechargeable Sensor Network (WRSN) requires effective scheduling of power delivery vehicles by solving the Charging Scheduling Pro…