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 51100 of 542 papers

TitleStatusHype
LTLDoG: Satisfying Temporally-Extended Symbolic Constraints for Safe Diffusion-based PlanningCode1
Adversarial Attacks and Detection in Visual Place Recognition for Safer Robot NavigationCode1
Model-free Neural Lyapunov Control for Safe Robot NavigationCode1
Multi-modal Knowledge Distillation-based Human Trajectory ForecastingCode1
Online Visual Place Recognition via Saliency Re-identificationCode1
MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic NavigationCode1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human EnvironmentsCode1
BADGR: An Autonomous Self-Supervised Learning-Based Navigation SystemCode1
BatVision: Learning to See 3D Spatial Layout with Two EarsCode1
Object Goal Navigation using Goal-Oriented Semantic ExplorationCode1
Occlusion-Aware Depth Estimation with Adaptive Normal ConstraintsCode1
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point CloudsCode1
Bilateral Grid Learning for Stereo Matching NetworksCode1
Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile RobotsCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot NavigationCode1
Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement LearningCode1
Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environmentsCode1
Benchmarking Reinforcement Learning Techniques for Autonomous NavigationCode1
BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal EstimationCode1
CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature DescriptionCode1
Calibrating Panoramic Depth Estimation for Practical Localization and MappingCode1
Can an Embodied Agent Find Your "Cat-shaped Mug"? LLM-Guided Exploration for Zero-Shot Object NavigationCode1
Differential Viewpoints for Ground Terrain Material RecognitionCode1
DiSCO: Differentiable Scan Context with OrientationCode1
Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level OptimizationCode1
E2Map: Experience-and-Emotion Map for Self-Reflective Robot Navigation with Language ModelsCode1
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor EnvironmentsCode1
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement LearningCode1
Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement LearningCode1
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction ModelCode1
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot NavigationCode1
PyRobot: An Open-source Robotics Framework for Research and BenchmarkingCode1
Bench2FreeAD: A Benchmark for Vision-based End-to-end Navigation in Unstructured Robotic EnvironmentsCode1
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion FramesCode1
Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement LearningCode1
Robust Neural Routing Through Space Partitions for Camera Relocalization in Dynamic Indoor EnvironmentsCode1
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular DepthCode1
Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place RecognitionCode1
A Graph Neural Network to Model Disruption in Human-Aware Robot NavigationCode1
One-Shot Reinforcement Learning for Robot Navigation with Interactive ReplayCode1
A Study on Learning Social Robot Navigation with Multimodal PerceptionCode1
Conservative Offline Distributional Reinforcement LearningCode1
Context-Aware Entity Grounding with Open-Vocabulary 3D Scene GraphsCode1
Multi-view Depth Estimation using Epipolar Spatio-Temporal NetworksCode1
Learning Forward Dynamics Model and Informed Trajectory Sampler for Safe Quadruped NavigationCode1
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
Learning View and Target Invariant Visual Servoing for NavigationCode1
Social Navigation with Human Empowerment driven Deep Reinforcement LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SemExpSPL0.25Unverified
2SRCB-robot-sudoerSPL0.12Unverified
3Active Exploration (Pre-explore )SPL0.11Unverified
4Blue OxSPL0.11Unverified
5RLSPL0.06Unverified
6Habitat-WebSPL0.03Unverified
7Objects In Mirror Are Closer Than They AppearSPL0Unverified
8CasaSPL0Unverified
9PPO RGBDSPL0Unverified
10Black SheepSPL0Unverified
#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
9Black SheepSPL0Unverified
10RandomAgentSPL0Unverified
#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
8RandomAgentSPL0Unverified
9UCULabSPL0Unverified