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 476500 of 542 papers

TitleStatusHype
Semantic Intelligence: Integrating GPT-4 with A Planning in Low-Cost Robotics0
Semantic Segmentation of Surface from Lidar Point Cloud0
Semantic Visual Simultaneous Localization and Mapping: A Survey0
Sequential Neural Barriers for Scalable Dynamic Obstacle Avoidance0
SFU-Store-Nav: A Multimodal Dataset for Indoor Human Navigation0
SG-LSTM: Social Group LSTM for Robot Navigation Through Dense Crowds0
Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation0
Online Temporal Calibration for Monocular Visual-Inertial SystemsCode0
Corners for Layout: End-to-End Layout Recovery from 360 ImagesCode0
Auxiliary Tasks and Exploration Enable ObjectNavCode0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mappingCode0
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic EnvironmentsCode0
Online Context Learning for Socially Compliant NavigationCode0
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label PropagationCode0
Contrastive Learning for Image Registration in Visual Teach and Repeat NavigationCode0
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual CorruptionsCode0
Path planning for Robotic Mobile Fulfillment SystemsCode0
LASMP: Language Aided Subset Sampling Based Motion PlannerCode0
Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot NavigationCode0
Kidnapping Deep Learning-based Multirotors using Optimized Flying Adversarial PatchesCode0
Improving Generalization in Reinforcement Learning Training Regimes for Social Robot NavigationCode0
A Hybrid Compact Neural Architecture for Visual Place RecognitionCode0
XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision TreesCode0
SGN-CIRL: Scene Graph-based Navigation with Curriculum, Imitation, and Reinforcement LearningCode0
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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
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