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07/20/2023
Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning
Air traffic control (ATC) is a safety-critical service system that deman...
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05/27/2023
Reinforcement Learning With Reward Machines in Stochastic Games
We investigate multi-agent reinforcement learning for stochastic games w...
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11/13/2021
Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning
Obstacle avoidance for small unmanned aircraft is vital for the safety o...
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09/30/2021
Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines
In multi-agent reinforcement learning (MARL), it is challenging for a co...
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06/17/2021
