44 citations
2 papers
cs.LG2019★ 1 cited
Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration
Jianyu Su, Peter A. Beling, Rui Guo +1
The ability to model and predict ego-vehicle's surrounding traffic is crucial for autonomous pilots and intelligent driver-assistance systems. Acceleration prediction is important…
cs.MA2011★ 44 cited
Resource Allocation Among Agents with MDP-Induced Preferences
D. A. Dolgov, E. H. Durfee
Allocating scarce resources among agents to maximize global utility is, in general, computationally challenging. We focus on problems where resources enable agents to execute actio…