TravelPlanner
Emerging10papers using it
2025first seen
TravelPlanner Dataset TravelPlanner is a benchmark crafted for evaluating language agents in tool-use and complex planning within multiple constraints. (See our paper for more details.) Introduction In TravelPlanner, for a given query, language agents are expected to formulate a comprehensive plan that includes transpo
Papers using TravelPlanner (9)
- Blueprint First, Model Second: A Framework for Deterministic LLM WorkflowHiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained TravelSAMULE: Self-Learning Agents Enhanced by Multi-level ReflectionSwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm IntelligenceFlex-travelplanner: A Benchmark For Flexible Planning With Language AgentsMAS-on-the-Fly: Dynamic Adaptation of LLM-based Multi-Agent Systems at Test TimeIMAGINE: Integrating Multi-Agent System into One Model for Complex Reasoning and PlanningATLAS: Constraints-aware Multi-agent Collaboration For Real-world Travel PlanningMIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning