| Inverse reinforcement learning for autonomous navigation via differentiable semantic mapping and planning | Jan 1, 2021 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| Universal Adaptive Control of Nonlinear Systems | Dec 31, 2020 | Motion Planningparameter estimation | —Unverified | 0 |
| Forming Real-World Human-Robot Cooperation for Tasks With General Goal | Dec 19, 2020 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| GEM: Online Globally consistent dense elevation mapping for unstructured terrain | Dec 14, 2020 | CPUGPU | CodeCode Available | 1 |
| PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D | Dec 14, 2020 | Autonomous DrivingMotion Planning | CodeCode Available | 0 |
| Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms using Learned Interactions | Dec 10, 2020 | Motion Planning | —Unverified | 0 |
| Cost-to-Go Function Generating Networks for High Dimensional Motion Planning | Dec 10, 2020 | Motion PlanningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Fast-reactive probabilistic motion planning for high-dimensional robots | Dec 3, 2020 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Coinbot: Intelligent Robotic Coin Bag Manipulation Using Deep Reinforcement Learning And Machine Teaching | Dec 2, 2020 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Leveraging Neural Network Gradients within Trajectory Optimization for Proactive Human-Robot Interactions | Dec 2, 2020 | Motion PlanningNavigate | CodeCode Available | 0 |
| Unsupervised Path Regression Networks | Nov 30, 2020 | Motion Planningregression | —Unverified | 0 |
| Learning from Human Directional Corrections | Nov 30, 2020 | Motion Planning | CodeCode Available | 1 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Relation3DMOT: Exploiting Deep Affinity for 3D Multi-Object Tracking from View Aggregation | Nov 25, 2020 | 3D Multi-Object TrackingAutonomous Navigation | —Unverified | 0 |
| C-Learning: Horizon-Aware Cumulative Accessibility Estimation | Nov 24, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Risk-Sensitive Motion Planning using Entropic Value-at-Risk | Nov 23, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Reactive Human-to-Robot Handovers of Arbitrary Objects | Nov 17, 2020 | Grasp GenerationMotion Planning | —Unverified | 0 |
| Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging | Nov 17, 2020 | Autonomous DrivingModel Predictive Control | CodeCode Available | 1 |
| A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects | Nov 16, 2020 | Graph AttentionMotion Planning | —Unverified | 0 |
| Designing Human-Robot Coexistence Space | Nov 14, 2020 | Motion Planning | —Unverified | 0 |
| Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning | Nov 11, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network | Nov 11, 2020 | Generative Adversarial NetworkMotion Planning | CodeCode Available | 1 |
| Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning | Nov 9, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations | Nov 9, 2020 | Motion Planning | —Unverified | 0 |
| Task-relevant Representation Learning for Networked Robotic Perception | Nov 6, 2020 | Motion PlanningRepresentation Learning | —Unverified | 0 |