| RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning | Jun 2, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting | May 31, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts | May 25, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 0 |
| Multimodal Knowledge Alignment with Reinforcement Learning | May 25, 2022 | Audio captioningLanguage Modeling | CodeCode Available | 1 |
| Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering | May 2, 2022 | DecoderImage Captioning | —Unverified | 0 |
| What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? | Apr 12, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue | Apr 8, 2022 | Dialogue State TrackingZero-shot Generalization | —Unverified | 0 |
| Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning | Apr 7, 2022 | Imitation Learningreinforcement-learning | —Unverified | 0 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization | Feb 26, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
