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 401425 of 542 papers

TitleStatusHype
A Hybrid Evolutionary Approach for Multi Robot Coordinated Planning at Intersections0
AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar0
A Multi-modal Approach to Single-modal Visual Place Classification0
A-MuSIC: An Adaptive Ensemble System For Visual Place Recognition In Changing Environments0
An A* Curriculum Approach to Reinforcement Learning for RGBD Indoor Robot Navigation0
An Approximation Approach for Solving the Subpath Planning Problem0
An Illumination-Robust Feature Extractor Augmented by Relightable 3D Reconstruction0
An Objectness Score for Accurate and Fast Detection during Navigation0
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning0
A Novel Method for Extrinsic Calibration of Multiple RGB-D Cameras Using Descriptor-Based Patterns0
Anyview: Generalizable Indoor 3D Object Detection with Variable Frames0
APPLD: Adaptive Planner Parameter Learning from Demonstration0
Applying the Wizard-of-Oz Technique to Multimodal Human-Robot Dialogue0
A Real-Time Deep Learning Pedestrian Detector for Robot Navigation0
Arena-Web -- A Web-based Development and Benchmarking Platform for Autonomous Navigation Approaches0
A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction0
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components0
Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning0
A survey of Object Classification and Detection based on 2D/3D data0
A Survey on Human-aware Robot Navigation0
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning0
Audio Visual Language Maps for Robot Navigation0
Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis0
Autonomous, Monocular, Vision-Based Snake Robot Navigation and Traversal of Cluttered Environments using Rectilinear Gait Motion0
Autonomous Navigation in Complex Environments0
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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