PLANNING ROUTE
INITIALIZING PEDESTRIAN AGENT
OSM GRAPH · BFS · LLM INSTRUCTIONS
PEDESTRIAN NAVIGATION DEMO // GROKE-STYLE
AGENTIDLE
LOCATIONCentral Plaza
DIST0 m
WALK TO →5 NODES
STEP 1/3
↑
Head north on Main Street
toward North Plaza · ~12 m
NEWS FEED
2026: New preprint GROKE — Vision-Free Navigation Instruction Evaluation via Graph Reasoning on OSM, now on arXiv 2026: Paper accepted at ECIR 2026 — From Single to Multi-Agent Reasoning: Advancing GeneGPT for Genomics QA 2026: Paper accepted at EDBT 2026 — Benchmarking Large Language Models for Knowledge Graph Validation Jul 2025: Started PhD at Aalto University, Helsinki, Finland 2025: Two papers accepted at SIGIR 2025
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