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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 542 papers

TitleStatusHype
Watch Your STEPP: Semantic Traversability Estimation using Pose Projected Features—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—0
WHY: Natural Explanations from a Robot Navigator—0
WMINet: A Wheel-Mounted Inertial Learning Approach For Mobile-Robot Positioning—0
Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned from Human Gaze—0
Zero-shot Object Navigation with Vision-Language Models Reasoning—0
LLM-Advisor: An LLM Benchmark for Cost-efficient Path Planning across Multiple Terrains—0
Data-Driven Prediction of Dynamic Interactions Between Robot Appendage and Granular Material—0
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack—0
3D-MOV: Audio-Visual LSTM Autoencoder for 3D Reconstruction of Multiple Objects from Video—0
3D planar patch extraction from stereo using probabilistic region growing—0
4D-based Robot Navigation Using Relativistic Image Processing—0
A^2Nav: Action-Aware Zero-Shot Robot Navigation by Exploiting Vision-and-Language Ability of Foundation Models—0
A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments—0
A comparative evaluation of machine learning methods for robot navigation through human crowds—0
Acoustic Local Positioning With Encoded Emission Beacons—0
A Critical Analysis of Image-based Camera Pose Estimation Techniques—0
ADA-DPM: A Neural Descriptors-based Adaptive Noise Point Filtering Strategy for SLAM—0
Confidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation—0
A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning—0
Advanced Situational Graphs for Robot Navigation in Structured Indoor Environments—0
Adversarial Attacks on Monocular Depth Estimation—0
A GP-based Robust Motion Planning Framework for Agile Autonomous Robot Navigation and Recovery in Unknown Environments—0
A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes—0
A Hierarchical Variable Autonomy Mixed-Initiative Framework for Human-Robot Teaming in Mobile Robotics—0
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All datasetsHabitat 2020 Object Nav minivalHabitat 2020 Object Nav test-stdHabitat 2020 Point Nav test-stdHabitat 2020 Point Nav minival

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SemExpSPL0.25—Unverified
2SRCB-robot-sudoerSPL0.12—Unverified
3Active Exploration (Pre-explore )SPL0.11—Unverified
4Blue OxSPL0.11—Unverified
5RLSPL0.06—Unverified
6Habitat-WebSPL0.03—Unverified
7Objects In Mirror Are Closer Than They AppearSPL0—Unverified
8CasaSPL0—Unverified
9PPO RGBDSPL0—Unverified
10Black SheepSPL0—Unverified
#ModelMetricClaimedVerifiedStatus
1THDASPL0.09—Unverified
26-Act TetherSPL0.08—Unverified
3SRCB-robot-sudoerSPL0.07—Unverified
4SemExpSPL0.07—Unverified
5Active Exploration (Pre-explore )SPL0.04—Unverified
6RGBD+DD-PPOSPL0.02—Unverified
7RL_20_torch_18SPL0.02—Unverified
8Blue OxSPL0.02—Unverified
9Black SheepSPL0—Unverified
10RandomAgentSPL0—Unverified
#ModelMetricClaimedVerifiedStatus
1VOSPL0.53—Unverified
2SLAM-net + D*SPL0.38—Unverified
3OccupancyAnticipationSPL0.22—Unverified
4Information BottleneckSPL0.12—Unverified
5ego-localizationSPL0.12—Unverified
639SPL0.01—Unverified
7csoSPL0.01—Unverified
8UCULabSPL0.01—Unverified
9Habitat Team (RGBD+DD-PPO)SPL0—Unverified
10RandomAgentSPL0—Unverified
#ModelMetricClaimedVerifiedStatus
1VOSPL0.61—Unverified
2OccupancyAnticipationSPL0.6—Unverified
3DANSPL0.53—Unverified
4Visual Odometry for Realistic PointGoal NavigationSPL0.5—Unverified
5ego-localizationSPL0.31—Unverified
6Information BottleneckSPL0.13—Unverified
7AlstarSPL0.05—Unverified
8RandomAgentSPL0—Unverified
9UCULabSPL0—Unverified