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 151175 of 542 papers

TitleStatusHype
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning0
SemanticSLAM: Learning based Semantic Map Construction and Robust Camera LocalizationCode1
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation0
Multi-Technique Sequential Information Consistency For Dynamic Visual Place Recognition In Changing Environments0
Autonomous Navigation in Complex Environments0
Projecting Trackable Thermal Patterns for Dynamic Computer Vision0
Point Cloud in the Air0
STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory predictionCode1
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human PreferencesCode1
System-level Safety Guard: Safe Tracking Control through Uncertain Neural Network Dynamics ModelsCode0
MIRACLE: Inverse Reinforcement and Curriculum Learning Model for Human-inspired Mobile Robot Navigation0
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications0
Verified Compositional Neuro-Symbolic Control for Stochastic Systems with Temporal Logic Tasks0
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of SkillsCode1
Siamese-DETR for Generic Multi-Object TrackingCode0
Reinforcement learning based local path planning for mobile robot0
Pixel-Level Clustering Network for Unsupervised Image Segmentation0
PathRL: An End-to-End Path Generation Method for Collision Avoidance via Deep Reinforcement Learning0
Think, Act, and Ask: Open-World Interactive Personalized Robot NavigationCode1
Exploring Social Motion Latent Space and Human Awareness for Effective Robot Navigation in Crowded Environments0
Pre-Trained Masked Image Model for Mobile Robot Navigation0
Anyview: Generalizable Indoor 3D Object Detection with Variable Frames0
ClusVPR: Efficient Visual Place Recognition with Clustering-based Weighted Transformer0
Walking = Traversable? : Traversability Prediction via Multiple Human Object Tracking under Occlusion0
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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