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Transfer Learning

8,078 papers

Papers per year

Papers

Positive-Unlabeled Reward Learning CORL 2020
Learning Object Manipulation Skills via Approximate State Estimation from Real Videos CORL 2020
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents CORL 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction CORL 2020
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation CORL 2020
Sim-to-Real Transfer for Vision-and-Language Navigation CORL 2020
Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CORL 2020
Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CORL 2020
EXI-Net: EXplicitly/Implicitly Conditioned Network for Multiple Environment Sim-to-Real Transfer CORL 2020
Generalization Guarantees for Imitation Learning CORL 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer CORL 2020
Learning Hierarchical Task Networks with Preferences from Unannotated Demonstrations CORL 2020
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators CORL 2020
TartanVO: A Generalizable Learning-based VO CORL 2020
ACNMP: Skill Transfer and Task Extrapolation through Learning from Demonstration and Reinforcement Learning via Representation Sharing CORL 2020
Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning CORL 2020
Robust Quadrupedal Locomotion on Sloped Terrains: A Linear Policy Approach CORL 2020
Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020
A Variational Point Process Model for Social Event Sequences AAAI 2020
Inferring Nighttime Satellite Imagery from Human Mobility AAAI 2020
Lightweight and Robust Representation of Economic Scales from Satellite Imagery AAAI 2020
On Identifying Hashtags in Disaster Twitter Data AAAI 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020
Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020