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 201250 of 542 papers

TitleStatusHype
A Multi-modal Approach to Single-modal Visual Place Classification0
Decentralized Global Connectivity Maintenance for Multi-Robot Navigation: A Reinforcement Learning Approach0
Indoor Localization for Autonomous Robot Navigation0
Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis0
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments0
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning0
iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform0
Decentralized Cooperative Multi-Agent Reinforcement Learning with Exploration0
Audio Visual Language Maps for Robot Navigation0
AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar0
A Critical Analysis of Image-based Camera Pose Estimation Techniques0
Inertial Safety from Structured Light0
In Search of a Lost Metric: Human Empowerment as a Pillar of Socially Conscious Navigation0
Human-Robot Navigation using Event-based Cameras and Reinforcement Learning0
Human-Aware Robot Navigation via Reinforcement Learning with Hindsight Experience Replay and Curriculum Learning0
A Vision-Based Navigation System for Arable Fields0
How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning0
How to reduce computation time while sparing performance during robot navigation? A neuro-inspired architecture for autonomous shifting between model-based and model-free learning0
Counterfactual Reasoning about Intent for Interactive Navigation in Dynamic Environments0
Intelligent Indoor Mobile Robot Navigation Using Stereo Vision0
Intelligent Reflecting Surface Enhanced Indoor Robot Path Planning Using Radio Maps0
Intelligent Reflecting Surface Enhanced Indoor Robot Path Planning: A Radio Map based Approach0
High-Speed Robot Navigation using Predicted Occupancy Maps0
Interaction-Aware Multi-Agent Reinforcement Learning for Mobile Agents with Individual Goals0
High-Resolution Depth Maps Based on TOF-Stereo Fusion0
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning0
ISC-POMDPs: Partially Observed Markov Decision Processes with Initial-State Dependent Costs0
A Hybrid Evolutionary Approach for Multi Robot Coordinated Planning at Intersections0
IVLMap: Instance-Aware Visual Language Grounding for Consumer Robot Navigation0
JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments0
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET0
KDSalBox: A toolbox of efficient knowledge-distilled saliency models0
Hierarchies of Planning and Reinforcement Learning for Robot Navigation0
Keypoint Semantic Integration for Improved Feature Matching in Outdoor Agricultural Environments0
Hierarchical Robot Navigation in Novel Environments using Rough 2-D Maps0
Know Your Surroundings: Panoramic Multi-Object Tracking by Multimodality Collaboration0
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation0
Language-Conditioned Offline RL for Multi-Robot Navigation0
Control Transformer: Robot Navigation in Unknown Environments through PRM-Guided Return-Conditioned Sequence Modeling0
A Survey on Human-aware Robot Navigation0
Hierarchical Evidence Accumulation in the Pseiki System and Experiments in Model-Driven Mobile Robot Navigation0
HGCN-GJS: Hierarchical Graph Convolutional Network with Groupwise Joint Sampling for Trajectory Prediction0
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments0
A survey of Object Classification and Detection based on 2D/3D data0
A Hierarchical Variable Autonomy Mixed-Initiative Framework for Human-Robot Teaming in Mobile Robotics0
Learned Tree Search for Long-Horizon Social Robot Navigation in Shared Airspace0
Acoustic Local Positioning With Encoded Emission Beacons0
Learning a Terrain- and Robot-Aware Dynamics Model for Autonomous Mobile Robot Navigation0
Learning Continuous Occupancy Maps with the Ising Process Model0
3D planar patch extraction from stereo using probabilistic region growing0
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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