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 501542 of 542 papers

TitleStatusHype
Planning with Goal-Conditioned PoliciesCode0
PlanVerb: Domain-Independent Verbalization and Summary of Task PlansCode0
Kernel learning for visual perceptionCode0
Offline and Online calibration of Mobile Robot and SLAM Device for NavigationCode0
Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: a Rule-Based ApproachCode0
NeuRoRA: Neural Robust Rotation AveragingCode0
Siamese-DETR for Generic Multi-Object TrackingCode0
An Open-source Sim2Real Approach for Sensor-independent Robot Navigation in a GridCode0
Detecting danger in gridworlds using Gromov's Link ConditionCode0
Predicting the Next Best View for 3D Mesh RefinementCode0
Integrating LLMs and Decision Transformers for Language Grounded Generative Quality-DiversityCode0
Arena-Rosnav 2.0: A Development and Benchmarking Platform for Robot Navigation in Highly Dynamic EnvironmentsCode0
Multiplicative Controller Fusion: Leveraging Algorithmic Priors for Sample-efficient Reinforcement Learning and Safe Sim-To-Real TransferCode0
HuBeRo - a Framework to Simulate Human Behaviour in Robot ResearchCode0
MSN: Multi-Style Network for Trajectory PredictionCode0
Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular VideosCode0
Lyapunov-based Safe Policy Optimization for Continuous ControlCode0
Skeletonization Quality Evaluation: Geometric Metrics for Point Cloud Analysis in RoboticsCode0
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language NavigationCode0
Quality Diversity Through SurpriseCode0
Quantitative Metrics for Benchmarking Human-Aware Robot NavigationCode0
Quantum Deep Reinforcement Learning for Robot Navigation TasksCode0
SkiMap: An Efficient Mapping Framework for Robot NavigationCode0
Rule-based Shielding for Partially Observable Monte-Carlo PlanningCode0
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot NavigationCode0
A Fast Ellipse Detector Using Projective Invariant PruningCode0
Real-time Trajectory-based Social Group DetectionCode0
Real-time Vision-based Navigation for a Robot in an Indoor EnvironmentCode0
Heterogeneous-Agent Trajectory Forecasting Incorporating Class UncertaintyCode0
System-level Safety Guard: Safe Tracking Control through Uncertain Neural Network Dynamics ModelsCode0
Collision Avoidance Metric for 3D Camera EvaluationCode0
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object ClassificationCode0
Training Adversarial Agents to Exploit Weaknesses in Deep Control PoliciesCode0
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and VisionCode0
Reinforcement Learning for Robot Navigation with Adaptive Forward Simulation Time (AFST) in a Semi-Markov ModelCode0
Gibson Env: Real-World Perception for Embodied AgentsCode0
Learning a Representation Map for Robot Navigation using Deep Variational AutoencoderCode0
Development of a PPO-Reinforcement Learned Walking Tripedal Soft-Legged Robot using SOFACode0
Correlation Flow: Robust Optical Flow Using Kernel Cross-CorrelatorsCode0
Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot NavigationCode0
Belief Aided Navigation using Bayesian Reinforcement Learning for Avoiding Humans in Blind SpotsCode0
CMAX++ : Leveraging Experience in Planning and Execution using Inaccurate ModelsCode0
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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