Tag
The paper proposes the Plan, Learn, Adapt (PLA) framework for personalized on-device itinerary generation, combining feasibility-guaranteed combinatorial planning with human preference learning via a Bradley-Terry reward model. In deployment, it achieved a 91% increase in itinerary completion rates with low latency, outperforming frontier LLMs in feasibility.
Strata is a backcountry trip planning app for iOS that uses AI (Claude) to analyze avalanche bulletins, slope angle, aspect, and live weather to give a plain-English safety verdict, helping users decide whether to go or avoid a route.
Google's new always-on AI agent Spark creates an incredibly detailed trip itinerary by accessing personal data from emails and documents, demonstrating impressive utility but raising significant privacy concerns.
Trovelo is a private trip planner that lets you plan and track your trips.