Exploring large language model based intelligent agents: Definitions, methods, and prospects
Intelligent agents stand out as a potential path toward artificial general intelligence (AGI).
Thus, researchers have dedicated significant effort to diverse implementations for them …
Thus, researchers have dedicated significant effort to diverse implementations for them …
Trafficgpt: Viewing, processing and interacting with traffic foundation models
With the promotion of ChatGPT to the public, Large language models indeed showcase
remarkable common sense, reasoning, and planning skills, frequently providing insightful …
remarkable common sense, reasoning, and planning skills, frequently providing insightful …
[HTML][HTML] Large language models for intelligent transportation: A review of the state of the art and challenges
Large Language Models (LLMs), based on their highly developed ability to comprehend and
generate human-like text, promise to revolutionize all aspects of society. These LLMs …
generate human-like text, promise to revolutionize all aspects of society. These LLMs …
Vision language models in autonomous driving and intelligent transportation systems
The applications of Vision-Language Models (VLMs) in the fields of Autonomous Driving
(AD) and Intelligent Transportation Systems (ITS) have attracted widespread attention due to …
(AD) and Intelligent Transportation Systems (ITS) have attracted widespread attention due to …
Surrealdriver: Designing generative driver agent simulation framework in urban contexts based on large language model
Y **, X Shen, H Peng, X Liu, J Qin, J Li, J **e… - arxiv preprint arxiv …, 2023 - arxiv.org
Simulation plays a critical role in the research and development of autonomous driving and
intelligent transportation systems. However, the current simulation platforms exhibit …
intelligent transportation systems. However, the current simulation platforms exhibit …
Urban foundation models: A survey
Machine learning techniques are now integral to the advancement of intelligent urban
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
Large language models as traffic signal control agents: Capacity and opportunity
Traffic signal control is crucial for optimizing the efficiency of road network by regulating
traffic light phases. Existing research predominantly focuses on heuristic or reinforcement …
traffic light phases. Existing research predominantly focuses on heuristic or reinforcement …
Open-ti: Open traffic intelligence with augmented language model
Transportation has greatly benefited the cities' development in the modern civilization
process. Intelligent transportation, leveraging advanced computer algorithms, could further …
process. Intelligent transportation, leveraging advanced computer algorithms, could further …
Large language model as parking planning agent in the context of mixed period of autonomous vehicles and Human-Driven vehicles
Y **, J Ma - Sustainable Cities and Society, 2024 - Elsevier
Autonomous vehicles (AVs) are anticipated to revolutionize future transportation,
necessitating updates to traffic infrastructure, particularly parking facilities, due to the unique …
necessitating updates to traffic infrastructure, particularly parking facilities, due to the unique …
LLM-empowered state representation for reinforcement learning
Conventional state representations in reinforcement learning often omit critical task-related
details, presenting a significant challenge for value networks in establishing accurate …
details, presenting a significant challenge for value networks in establishing accurate …