[RAL‘26] Stairway to Success: An Online Floor-Aware Zero-Shot Object-Goal Navigation Framework via LLM-Driven Coarse-to-Fine Exploration
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Updated
Jan 11, 2026 - Python
[RAL‘26] Stairway to Success: An Online Floor-Aware Zero-Shot Object-Goal Navigation Framework via LLM-Driven Coarse-to-Fine Exploration
PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning. CVPR 2022 (Oral).
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings. NeurIPS 2022
PoliFormer: Scaling On-Policy RL with Transformers Results in Masterful Navigators
Memory Over Maps: 3D Object Localization Without Reconstruction
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation. CVPR 2022
Evaluation tasks for ObjectNav models
Re-evaluation of instruction-guided ObjectNav: simple frontier geometry matches or exceeds complex LLM-based navigation pipelines.
Object Navigation Task for Autonomous Robotic Systems (using Habitat simulator)
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