| Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning | Oct 1, 2021 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 |
| Motion Planning for Autonomous Vehicles in the Presence of Uncertainty Using Reinforcement Learning | Oct 1, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications | Sep 27, 2021 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving | Sep 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation | Sep 23, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Intelligent Motion Planning for a Cost-effective Object Follower Mobile Robotic System with Obstacle Avoidance | Sep 6, 2021 | Motion PlanningObject | —Unverified | 0 |
| An Anytime Hierarchical Approach for Stochastic Task and Motion Planning | Aug 28, 2021 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Parallelised Diffeomorphic Sampling-based Motion Planning | Aug 26, 2021 | MORPHMotion Planning | —Unverified | 0 |
| Augmenting GRIPS with Heuristic Sampling for Planning Feasible Trajectories of a Car-Like Robot | Aug 15, 2021 | Motion Planning | —Unverified | 0 |
| Put the Bear on the Chair! Intelligent Robot Interaction with Previously Unseen Chairs via Robot Imagination | Aug 12, 2021 | Motion Planning | —Unverified | 0 |
| Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles | Aug 11, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Long-Horizon Manipulation of Unknown Objects via Task and Motion Planning with Estimated Affordances | Aug 9, 2021 | Grasp GenerationMotion Planning | —Unverified | 0 |
| Learning to Design and Construct Bridge without Blueprint | Aug 5, 2021 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Safe Motion Planning against Multimodal Distributions based on a Scenario Approach | Aug 5, 2021 | Motion Planning | —Unverified | 0 |
| Risk Conditioned Neural Motion Planning | Aug 4, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |
| SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots | Aug 3, 2021 | Model Predictive ControlMotion Planning | CodeCode Available | 0 |
| Motion Planning by Learning the Solution Manifold in Trajectory Optimization | Jul 13, 2021 | Motion Planning | —Unverified | 0 |
| BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving | Jul 11, 2021 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios | Jul 9, 2021 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Multistage Stochastic Model Predictive Control for Urban Automated Driving | Jul 1, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Temporal Logic Planning for Minimum-Time Positioning of Multiple Threat-Seduction Decoys | Jun 17, 2021 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Safe Feedback Motion Planning in Unknown Environments: An Instantaneous Local Control Barrier Function Approach | Jun 9, 2021 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces | Jun 8, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Trajectory Optimization of Chance-Constrained Nonlinear Stochastic Systems for Motion Planning Under Uncertainty | Jun 5, 2021 | Motion Planning | —Unverified | 0 |