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 276300 of 542 papers

TitleStatusHype
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
Autonomous Navigation in Dynamic Environments: Deep Learning-Based Approach0
Autonomous Warehouse Robot using Deep Q-Learning0
A Virtual Environment with Multi-Robot Navigation, Analytics, and Decision Support for Critical Incident Investigation0
BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems0
Benchmarking Online Object Trackers for Underwater Robot Position Locking Applications0
Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks0
Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision0
BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision0
Can a Robot Trust You? A DRL-Based Approach to Trust-Driven Human-Guided Navigation0
CANVAS: Commonsense-Aware Navigation System for Intuitive Human-Robot Interaction0
ChromaTag: A Colored Marker and Fast Detection Algorithm0
Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V0
ClusVPR: Efficient Visual Place Recognition with Clustering-based Weighted Transformer0
CoFiI2P: Coarse-to-Fine Correspondences for Image-to-Point Cloud Registration0
Co-learning Planning and Control Policies Constrained by Differentiable Logic Specifications0
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning0
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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