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 201225 of 542 papers

TitleStatusHype
Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization0
LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance0
Research on Autonomous Robots Navigation based on Reinforcement Learning0
Online Context Learning for Socially Compliant NavigationCode0
Enhancing Supermarket Robot Interaction: A Multi-Level LLM Conversational Interface for Handling Diverse Customer Intents0
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics0
Research on Edge Detection of LiDAR Images Based on Artificial Intelligence Technology0
BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems0
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy0
Reinforcement Learning as a Robotics-Inspired Framework for Insect Navigation: From Spatial Representations to Neural Implementation0
Multi-Agent Inverse Reinforcement Learning in Real World Unstructured Pedestrian Crowds0
Collision Avoidance Metric for 3D Camera EvaluationCode0
RoboHop: Segment-based Topological Map Representation for Open-World Visual Navigation0
Direct learning of home vector direction for insect-inspired robot navigation0
Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V0
JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments0
IVLMap: Instance-Aware Visual Language Grounding for Consumer Robot Navigation0
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation0
Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation0
Belief Aided Navigation using Bayesian Reinforcement Learning for Avoiding Humans in Blind SpotsCode0
Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis0
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual CorruptionsCode0
Single-image camera calibration with model-free distortion correction0
Towards Unified 3D Object Detection via Algorithm and Data Unification0
BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision0
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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