| ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks | Jul 17, 2019 | BIG-bench Machine LearningCollision Avoidance | CodeCode Available | 0 |
| Hybrid Collision Avoidance for ASVs Compliant with COLREGs Rules 8 and 13-17 | Jul 14, 2019 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Learning an Urban Air Mobility Encounter Model from Expert Preferences | Jul 12, 2019 | Collision Avoidance | CodeCode Available | 0 |
| Short-term ASV Collision Avoidance with Static and Moving Obstacles | Jul 10, 2019 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| The Branching-Course MPC Algorithm for Maritime Collision Avoidance | Jun 28, 2019 | Collision Avoidance | —Unverified | 0 |
| Sample Efficient Learning of Path Following and Obstacle Avoidance Behavior for Quadrotors | Jun 28, 2019 | Collision AvoidanceImitation Learning | —Unverified | 0 |
| Trajectory Generation for UAVs in Unknown Environments with Extreme Wind Disturbances | Jun 22, 2019 | Collision AvoidanceNavigate | —Unverified | 0 |
| GAMMA: A General Agent Motion Model for Autonomous Driving | Jun 4, 2019 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution | May 31, 2019 | Collision AvoidanceEvolutionary Algorithms | —Unverified | 0 |
| Data-Driven Crowd Simulation with Generative Adversarial Networks | May 23, 2019 | Collision Avoidance | CodeCode Available | 0 |
| Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach | May 10, 2019 | Collision Avoidance | —Unverified | 0 |
| Pedestrian Collision Avoidance System for Scenarios with Occlusions | Apr 25, 2019 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| An LGMD Based Competitive Collision Avoidance Strategy for UAV | Apr 15, 2019 | Collision Avoidance | —Unverified | 0 |
| Synthetic Neural Vision System Design for Motion Pattern Recognition in Dynamic Robot Scenes | Apr 15, 2019 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents | Mar 17, 2019 | Collision AvoidanceDiversity | —Unverified | 0 |
| Fast Neural Network Verification via Shadow Prices | Feb 19, 2019 | Collision Avoidance | —Unverified | 0 |
| Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model | Feb 13, 2019 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight | Feb 11, 2019 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers | Feb 6, 2019 | Collision Avoidancereinforcement-learning | —Unverified | 0 |
| Real-time Prediction of Automotive Collision Risk from Monocular Video | Feb 4, 2019 | Collision AvoidanceObject | —Unverified | 0 |
| Visual Depth Mapping from Monocular Images using Recurrent Convolutional Neural Networks | Dec 10, 2018 | Collision AvoidanceDepth And Camera Motion | —Unverified | 0 |
| The Greedy Dirichlet Process Filter - An Online Clustering Multi-Target Tracker | Nov 14, 2018 | Autonomous DrivingClustering | —Unverified | 0 |
| Navigating Assistance System for Quadcopter with Deep Reinforcement Learning | Nov 12, 2018 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Pedestrian Collision Avoidance System (PeCAS): a Deep Learning Framework | Nov 11, 2018 | Collision AvoidanceDeep Learning | —Unverified | 0 |
| Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning | Nov 6, 2018 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Learning Probabilistic Trajectory Models of Aircraft in Terminal Airspace from Position Data | Oct 22, 2018 | Collision AvoidancePosition | CodeCode Available | 0 |
| Safe Reinforcement Learning with Model Uncertainty Estimates | Oct 19, 2018 | Collision Avoidancemodel | —Unverified | 0 |
| Deep Neural Network Compression for Aircraft Collision Avoidance Systems | Oct 9, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| A Learning Framework for Robust Bin Picking by Customized Grippers | Sep 23, 2018 | Collision Avoidance | —Unverified | 0 |
| Efficient Formal Safety Analysis of Neural Networks | Sep 19, 2018 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Safe Navigation with Human Instructions in Complex Scenes | Sep 12, 2018 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Learning Vision-based Cohesive Flight in Drone Swarms | Sep 3, 2018 | Collision Avoidance | —Unverified | 0 |
| LiDAR and Camera Detection Fusion in a Real Time Industrial Multi-Sensor Collision Avoidance System | Jul 11, 2018 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles | Jun 4, 2018 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Automated Process Planning for Hybrid Manufacturing | May 18, 2018 | Collision AvoidanceComputational Efficiency | —Unverified | 0 |
| Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning | May 4, 2018 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| Formal Security Analysis of Neural Networks using Symbolic Intervals | Apr 28, 2018 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 0 |
| Efficient Reciprocal Collision Avoidance between Heterogeneous Agents Using CTMAT | Apr 7, 2018 | Collision Avoidance | —Unverified | 0 |
| Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks | Mar 29, 2018 | Collision AvoidanceMotion Forecasting | CodeCode Available | 1 |
| Real-time Prediction of Intermediate-Horizon Automotive Collision Risk | Feb 5, 2018 | Collision AvoidanceDomain Adaptation | —Unverified | 0 |
| Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process | Jan 25, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| A neural model of the locust visual system for detection of object approaches with real-world scenes | Jan 24, 2018 | Collision Avoidance | —Unverified | 0 |
| Improving Orbit Prediction Accuracy through Supervised Machine Learning | Jan 15, 2018 | BIG-bench Machine LearningCollision Avoidance | —Unverified | 0 |
| A Bio-inspired Collision Detecotr for Small Quadcopter | Jan 14, 2018 | Collision Avoidance | —Unverified | 0 |
| DeepSafe: A Data-driven Approach for Checking Adversarial Robustness in Neural Networks | Oct 2, 2017 | Adversarial RobustnessClustering | —Unverified | 0 |
| Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning | Sep 28, 2017 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Sampling Distributions for Robot Motion Planning | Sep 16, 2017 | Collision AvoidanceMotion Planning | CodeCode Available | 0 |
| Interpretable Categorization of Heterogeneous Time Series Data | Aug 30, 2017 | ClusteringCollision Avoidance | —Unverified | 0 |
| Enhanced Emotion Enabled Cognitive Agent Based Rear End Collision Avoidance Controller for Autonomous Vehicles | Aug 6, 2017 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Towards Social Autonomous Vehicles: Efficient Collision Avoidance Scheme Using Richardson's Arms Race Model | Aug 6, 2017 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |