| PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards | Jul 30, 2020 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| Data-efficient Hindsight Off-policy Option Learning | Jul 30, 2020 | Robot Manipulation | —Unverified | 0 |
| se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains | Jul 27, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Learning User-Preferred Mappings for Intuitive Robot Control | Jul 22, 2020 | Robot Manipulation | —Unverified | 0 |
| Learning from Demonstration with Weakly Supervised Disentanglement | Jun 16, 2020 | DisentanglementReading Comprehension | —Unverified | 0 |
| Modeling Long-horizon Tasks as Sequential Interaction Landscapes | Jun 8, 2020 | Robot ManipulationTask Planning | —Unverified | 0 |
| Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty | Mar 5, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data | Mar 3, 2020 | Robot ManipulationVisual Reasoning | —Unverified | 0 |
| Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning | Feb 14, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| An Attention Transfer Model for Human-Assisted Failure Avoidance in Robot Manipulations | Feb 11, 2020 | Robot Manipulation | —Unverified | 0 |
| Stochastic Finite State Control of POMDPs with LTL Specifications | Jan 21, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Dependable Neural Networks for Safety Critical Tasks | Dec 20, 2019 | Autonomous VehiclesDomain Adaptation | —Unverified | 0 |
| Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded Scenes | Nov 29, 2019 | motion predictionPrediction | CodeCode Available | 0 |
| Multi-View Matching Network for 6D Pose Estimation | Nov 27, 2019 | 6D Pose Estimationobject-detection | —Unverified | 0 |
| Self-Supervised Learning of State Estimation for Manipulating Deformable Linear Objects | Nov 14, 2019 | Robot ManipulationSelf-Supervised Learning | —Unverified | 0 |
| IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data | Nov 13, 2019 | DiversityRobot Manipulation | —Unverified | 0 |
| Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity | Nov 11, 2019 | DiversityRobot Manipulation | —Unverified | 0 |
| H_ Model-free Reinforcement Learning with Robust Stability Guarantee | Nov 7, 2019 | Autonomous Drivingreinforcement-learning | CodeCode Available | 0 |
| Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations | Oct 16, 2019 | Objectreinforcement-learning | CodeCode Available | 0 |
| Creativity in Robot Manipulation with Deep Reinforcement Learning | Oct 16, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models | Oct 9, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding | Sep 26, 2019 | Dimensionality ReductionRobot Manipulation | —Unverified | 0 |
| Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks | Sep 16, 2019 | AttributeCommon Sense Reasoning | —Unverified | 0 |
| Recognizing Object Affordances to Support Scene Reasoning for Manipulation Tasks | Sep 12, 2019 | Affordance DetectionAffordance Recognition | CodeCode Available | 0 |
| A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots | Aug 27, 2019 | Reinforcement LearningRobot Manipulation | —Unverified | 0 |
