SOTAVerified

Robot Navigation

The fundamental objective of mobile Robot Navigation is to arrive at a goal position without collision. The mobile robot is supposed to be aware of obstacles and move freely in different working scenarios.

Source: Learning to Navigate from Simulation via Spatial and Semantic Information Synthesis with Noise Model Embedding

Papers

Showing 150 of 542 papers

TitleStatusHype
Navigation World ModelsCode4
NeuPAN: Direct Point Robot Navigation with End-to-End Model-based LearningCode4
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object ManipulationCode3
ReMEmbR: Building and Reasoning Over Long-Horizon Spatio-Temporal Memory for Robot NavigationCode3
DualMap: Online Open-Vocabulary Semantic Mapping for Natural Language Navigation in Dynamic Changing ScenesCode2
Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public DataCode2
Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot NavigationCode2
GenNBV: Generalizable Next-Best-View Policy for Active 3D ReconstructionCode2
ConceptFusion: Open-set Multimodal 3D MappingCode2
Visual Language Maps for Robot NavigationCode2
Situational Graphs for Robot Navigation in Structured Indoor EnvironmentsCode2
Habitat: A Platform for Embodied AI ResearchCode2
Adversarial Attacks and Detection in Visual Place Recognition for Safer Robot NavigationCode1
Reinforcement Learning for Ballbot Navigation in Uneven TerrainCode1
Multi-modal Knowledge Distillation-based Human Trajectory ForecastingCode1
Bench2FreeAD: A Benchmark for Vision-based End-to-end Navigation in Unstructured Robotic EnvironmentsCode1
TextInPlace: Indoor Visual Place Recognition in Repetitive Structures with Scene Text Spotting and VerificationCode1
E2Map: Experience-and-Emotion Map for Self-Reflective Robot Navigation with Language ModelsCode1
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular DepthCode1
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
Improving Visual Place Recognition Based Robot Navigation By Verifying Localization EstimatesCode1
Stranger Danger! Identifying and Avoiding Unpredictable Pedestrians in RL-based Social Robot NavigationCode1
A Two-Stage Masked Autoencoder Based Network for Indoor Depth CompletionCode1
LTLDoG: Satisfying Temporally-Extended Symbolic Constraints for Safe Diffusion-based PlanningCode1
SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream TasksCode1
Transformable Gaussian Reward Function for Socially-Aware Navigation with Deep Reinforcement LearningCode1
SemanticSLAM: Learning based Semantic Map Construction and Robust Camera LocalizationCode1
STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory predictionCode1
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human PreferencesCode1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of SkillsCode1
Think, Act, and Ask: Open-World Interactive Personalized Robot NavigationCode1
Robots That Can See: Leveraging Human Pose for Trajectory PredictionCode1
Context-Aware Entity Grounding with Open-Vocabulary 3D Scene GraphsCode1
A Study on Learning Social Robot Navigation with Multimodal PerceptionCode1
VAPOR: Legged Robot Navigation in Outdoor Vegetation Using Offline Reinforcement LearningCode1
Calibrating Panoramic Depth Estimation for Practical Localization and MappingCode1
Point Anywhere: Directed Object Estimation from Omnidirectional ImagesCode1
Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level OptimizationCode1
iSLAM: Imperative SLAMCode1
Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement LearningCode1
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized DiversityCode1
Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile RobotsCode1
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth EstimationCode1
SOCIALGYM 2.0: Simulator for Multi-Agent Social Robot Navigation in Shared Human SpacesCode1
A Multiplicative Value Function for Safe and Efficient Reinforcement LearningCode1
Can an Embodied Agent Find Your "Cat-shaped Mug"? LLM-Guided Exploration for Zero-Shot Object NavigationCode1
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Benchmarking Reinforcement Learning Techniques for Autonomous NavigationCode1
IR-MCL: Implicit Representation-Based Online Global LocalizationCode1
Show:102550
← PrevPage 1 of 11Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SemExpSPL0.25Unverified
2SRCB-robot-sudoerSPL0.12Unverified
3Active Exploration (Pre-explore )SPL0.11Unverified
4Blue OxSPL0.11Unverified
5RLSPL0.06Unverified
6Habitat-WebSPL0.03Unverified
7CasaSPL0Unverified
8PPO RGBDSPL0Unverified
9Black SheepSPL0Unverified
10Clever TortoiseSPL0Unverified
#ModelMetricClaimedVerifiedStatus
1THDASPL0.09Unverified
26-Act TetherSPL0.08Unverified
3SRCB-robot-sudoerSPL0.07Unverified
4SemExpSPL0.07Unverified
5Active Exploration (Pre-explore )SPL0.04Unverified
6RGBD+DD-PPOSPL0.02Unverified
7RL_20_torch_18SPL0.02Unverified
8Blue OxSPL0.02Unverified
9CasaSPL0Unverified
10Forward_OnlySPL0Unverified
#ModelMetricClaimedVerifiedStatus
1VOSPL0.53Unverified
2SLAM-net + D*SPL0.38Unverified
3OccupancyAnticipationSPL0.22Unverified
4Information BottleneckSPL0.12Unverified
5ego-localizationSPL0.12Unverified
639SPL0.01Unverified
7csoSPL0.01Unverified
8UCULabSPL0.01Unverified
9Habitat Team (RGBD+DD-PPO)SPL0Unverified
10RandomAgentSPL0Unverified
#ModelMetricClaimedVerifiedStatus
1VOSPL0.61Unverified
2OccupancyAnticipationSPL0.6Unverified
3DANSPL0.53Unverified
4Visual Odometry for Realistic PointGoal NavigationSPL0.5Unverified
5ego-localizationSPL0.31Unverified
6Information BottleneckSPL0.13Unverified
7AlstarSPL0.05Unverified
8UCULabSPL0Unverified
9RandomAgentSPL0Unverified