32 citations · 69 across the 9 of their papers we have counts for
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cs.LG2026
REARL: A Closed-loop Autonomous Driving Simulation Enhancement Framework with Real Traffic Data and Large Language Models
Xiaojun Bi, Jun Jiang, Yiwen Sun +6
Accurate simulation is crucial for autonomous driving development, yet capturing real-world traffic complexity remains challenging. Existing simulators that rely on predefined rule…
cs.MA2026
Learning Long-Term Educational Investment Policies under Residential Sorting
Honglei Guo, Shuo Chen, Mingjie Bi +3
Allocating public-school investment effectively and fairly is difficult when school access depends on residence. School improvements can raise nearby housing demand and prices, res…
cs.MA2026
CASCADE: Cascaded Scoped Communication for Multi-Agent Re-planning in Disrupted Industrial Environments
Mingjie Bi
Industrial disruption replanning demands multi-agent coordination under strict latency and communication budgets, where disruptions propagate through tightly coupled physical depen…