| On the Feasibility of Exploiting Traffic Collision Avoidance System Vulnerabilities | Jun 25, 2020 | Collision Avoidance | —Unverified | 0 |
| Distributed Collision-Free Motion Coordination on a Sphere: A Conic Control Barrier Function Approach | Jun 23, 2020 | Collision AvoidanceDistributed Optimization | —Unverified | 0 |
| Learning-to-Fly: Learning-based Collision Avoidance for Scalable Urban Air Mobility | Jun 23, 2020 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning Controller for 3D Path-following and Collision Avoidance by Autonomous Underwater Vehicles | Jun 17, 2020 | Collision AvoidanceDecision Making | —Unverified | 0 |
| COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning | Jun 16, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars | Jun 7, 2020 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 |
| Distributed multi-robot collision avoidance via deep reinforcement learning for navigation in complex scenarios | May 31, 2020 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| Angle-Constrained Formation Control for Circular Mobile Robots | May 10, 2020 | Collision Avoidance | —Unverified | 0 |
| A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems | May 6, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| A Method for Vehicle Collision Risk Assessment through Inferring Driver's Braking Actions in Near-Crash Situations | Apr 28, 2020 | AttributeCollision Avoidance | —Unverified | 0 |
| VTGNet: A Vision-based Trajectory Generation Network for Autonomous Vehicles in Urban Environments | Apr 27, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Probabilistic Safety for Bayesian Neural Networks | Apr 21, 2020 | Collision Avoidance | CodeCode Available | 0 |
| Autonomous Emergency Collision Avoidance and Stabilisation in Structured Environments | Apr 16, 2020 | Collision AvoidanceFriction | —Unverified | 0 |
| Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning | Apr 11, 2020 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 |
| Exploration of Reinforcement Learning for Event Camera using Car-like Robots | Apr 2, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Trajectory Optimization for Nonlinear Multi-Agent Systems using Decentralized Learning Model Predictive Control | Apr 2, 2020 | Collision AvoidanceModel Predictive Control | CodeCode Available | 1 |
| Optimized Directed Roadmap Graph for Multi-Agent Path Finding Using Stochastic Gradient Descent | Mar 29, 2020 | Collision AvoidanceMulti-Agent Path Finding | —Unverified | 0 |
| L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot Navigation | Mar 20, 2020 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction | Mar 16, 2020 | Collision AvoidancePrediction | —Unverified | 0 |
| Combined Robust and Stochastic Model Predictive Control for Models of Different Granularity | Mar 14, 2020 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Wireless communication for safe UAVs: From Long-Range Deconfliction to short-range collision avoidance | Mar 11, 2020 | Collision AvoidanceManagement | —Unverified | 0 |
| Single-Shot Pose Estimation of Surgical Robot Instruments' Shafts from Monocular Endoscopic Images | Mar 3, 2020 | Collision AvoidancePose Estimation | —Unverified | 0 |
| Learning Probabilistic Intersection Traffic Models for Trajectory Prediction | Feb 5, 2020 | Collision AvoidanceObject Recognition | —Unverified | 0 |
| Path Planning in Dynamic Environments using Generative RNNs and Monte Carlo Tree Search | Jan 30, 2020 | Collision Avoidancemotion prediction | CodeCode Available | 1 |
| Safe Predictors for Enforcing Input-Output Specifications | Jan 29, 2020 | BIG-bench Machine LearningCollision Avoidance | —Unverified | 0 |
| Optimizing Collision Avoidance in Dense Airspace using Deep Reinforcement Learning | Dec 20, 2019 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning | Dec 18, 2019 | Collision Avoidancecontinuous-control | —Unverified | 0 |
| Guaranteeing Safety for Neural Network-Based Aircraft Collision Avoidance Systems | Dec 15, 2019 | Collision Avoidance | CodeCode Available | 0 |
| A pedestrian path-planning model in accordance with obstacle's danger with reinforcement learning | Dec 6, 2019 | Collision Avoidancereinforcement-learning | —Unverified | 0 |
| Following Social Groups: Socially Compliant Autonomous Navigation in Dense Crowds | Nov 27, 2019 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| LAC-Nav: Collision-Free Mutiagent Navigation Based on The Local Action Cells | Nov 12, 2019 | Collision AvoidanceNavigate | —Unverified | 0 |
| Fully Bayesian Recurrent Neural Networks for Safe Reinforcement Learning | Nov 8, 2019 | Collision Avoidancereinforcement-learning | —Unverified | 0 |
| End to end collision avoidance based on optical flow and neural networks | Nov 6, 2019 | Collision AvoidanceOptical Flow Estimation | —Unverified | 0 |
| Autonomous Vehicles Meet the Physical World: RSS, Variability, Uncertainty, and Proving Safety (Expanded Version) | Oct 31, 2019 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Certified Adversarial Robustness for Deep Reinforcement Learning | Oct 28, 2019 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 |
| Autonomous docking using direct optimal control | Oct 25, 2019 | Collision Avoidance | —Unverified | 0 |
| Simplifying Neural Networks using Formal Verification | Oct 25, 2019 | Collision Avoidance | —Unverified | 0 |
| Collision Avoidance in Pedestrian-Rich Environments with Deep Reinforcement Learning | Oct 24, 2019 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems | Oct 23, 2019 | Collision AvoidancePathfinder | —Unverified | 0 |
| Federated Transfer Reinforcement Learning for Autonomous Driving | Oct 14, 2019 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| DeepMNavigate: Deep Reinforced Multi-Robot Navigation Unifying Local & Global Collision Avoidance | Oct 4, 2019 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation | Sep 25, 2019 | Collision AvoidanceHierarchical Reinforcement Learning | —Unverified | 0 |
| Monocular Pedestrian Orientation Estimation Based on Deep 2D-3D Feedforward | Sep 24, 2019 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Efficient Multi-Agent Trajectory Planning with Feasibility Guarantee using Relative Bernstein Polynomial | Sep 23, 2019 | Collision AvoidanceCPU | CodeCode Available | 0 |
| Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control | Sep 21, 2019 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| Using Quantifier Elimination to Enhance the Safety Assurance of Deep Neural Networks | Sep 18, 2019 | Collision Avoidance | —Unverified | 0 |
| Force-based Algorithm for Motion Planning of Large Agent Teams | Sep 10, 2019 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| A Symbolic Neural Network Representation and its Application to Understanding, Verifying, and Patching Networks | Aug 17, 2019 | Collision Avoidance | CodeCode Available | 1 |
| Learning Vision-based Flight in Drone Swarms by Imitation | Aug 8, 2019 | Collision AvoidanceDomain Adaptation | —Unverified | 0 |
| To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual Environments | Jul 26, 2019 | Collision AvoidanceManagement | —Unverified | 0 |