| Compositional Generalization with Tree Stack Memory Units | Nov 5, 2019 | Mathematical ReasoningZero-shot Generalization | CodeCode Available | 0 |
| Convolutional Conditional Neural Processes | Oct 29, 2019 | Inductive BiasTime Series | CodeCode Available | 0 |
| A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning | Oct 19, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Scoring-Aggregating-Planning: Learning task-agnostic priors from interactions and sparse rewards for zero-shot generalization | Oct 17, 2019 | Zero-shot Generalization | —Unverified | 0 |
| Zero-shot Policy Learning with Spatial Temporal RewardDecomposition on Contingency-aware Observation | Oct 17, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Developmentally motivated emergence of compositional communication via template transfer | Oct 4, 2019 | Zero-shot Generalization | CodeCode Available | 0 |
| Hamiltonian Graph Networks with ODE Integrators | Sep 27, 2019 | Zero-shot Generalization | —Unverified | 0 |
| Generalizing Reinforcement Learning to Unseen Actions | Sep 25, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Scoring-Aggregating-Planning: Learning task-agnostic priors from interactions and sparse rewards for zero-shot generalization | Sep 25, 2019 | Zero-shot Generalization | —Unverified | 0 |
| Learning Symbolic Physics with Graph Networks | Sep 12, 2019 | Inductive BiasSymbolic Regression | —Unverified | 0 |
| Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset | Sep 12, 2019 | 16kDialogue State Tracking | CodeCode Available | 1 |
| Learning Transferable Cooperative Behavior in Multi-Agent Teams | Jun 4, 2019 | Multi-agent Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Consistency by Agreement in Zero-shot Neural Machine Translation | Apr 4, 2019 | Machine TranslationNMT | CodeCode Available | 0 |
| Simulator Predictive Control: Using Learned Task Representations and MPC for Zero-Shot Generalization and Sequencing | Oct 4, 2018 | Model Predictive ControlReinforcement Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies | Jul 19, 2018 | Hierarchical Reinforcement LearningNetwork Embedding | CodeCode Available | 0 |
| Attention Based Natural Language Grounding by Navigating Virtual Environment | Apr 23, 2018 | NavigateZero-shot Generalization | CodeCode Available | 0 |
| Learning to navigate by distilling visual information and natural language instructions | Jan 1, 2018 | NavigateZero-shot Generalization | —Unverified | 0 |
| Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks | Jan 1, 2018 | AllMachine Translation | —Unverified | 0 |
| Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks | Oct 31, 2017 | Machine TranslationTranslation | CodeCode Available | 1 |
| Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics | Jun 14, 2017 | Reinforcement LearningZero-shot Generalization | CodeCode Available | 0 |
| Zero-Shot Relation Extraction via Reading Comprehension | Jun 13, 2017 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer | Sep 22, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
