LimSim: A long-term interactive multi-scenario traffic simulator
… LimSim, the Long-term Interactive Multiscenario traffic Simulator, which aims to provide a
long-term … these limitations, we propose LimSim, the Long-term Interactive Multi-scenario Traffic …
long-term … these limitations, we propose LimSim, the Long-term Interactive Multi-scenario Traffic …
LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving
… , an extended version of LimSim designed for the application … The platform offers
extended-duration, multi-scenario … Long-term closed-loop simulation platforms are considered …
extended-duration, multi-scenario … Long-term closed-loop simulation platforms are considered …
TrafficMCTS: A closed-loop traffic flow generation framework with group-based monte carlo tree search
… problems, such as the control of mixed-autonomy traffic (Wu et al.… LimSim was a long-term
interactive multi-scenario traffic simulator, which aimed to provide a continuous simulation …
interactive multi-scenario traffic simulator, which aimed to provide a continuous simulation …
[HTML][HTML] Autonomous vehicle decision and control through reinforcement learning with traffic flow randomization
Y Lin, A Xie, X Liu - Machines, 2024 - mdpi.com
… interactive traffic simulators, which can generate long-term … The study employs the LimSim
driving simulation platform’s … traffic flow, the high-fidelity microscopic traffic flow of LimSim, and …
driving simulation platform’s … traffic flow, the high-fidelity microscopic traffic flow of LimSim, and …
Towards knowledge-driven autonomous driving
… [190] and LimSim [191] can simulate traffic flows and model … -loop simulation for
decisionmaking; CarSim [197] provides … integrating mechanisms for long-term learning and …
decisionmaking; CarSim [197] provides … integrating mechanisms for long-term learning and …