| STARDATA: A StarCraft AI Research Dataset | Aug 7, 2017 | DiversityImitation Learning | CodeCode Available | 0 |
| An Information-Theoretic Optimality Principle for Deep Reinforcement Learning | Aug 6, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Streaming kernel regression with provably adaptive mean, variance, and regularization | Aug 2, 2017 | regressionThompson Sampling | —Unverified | 0 |
| Breaking the curse of dimensionality in regression | Aug 1, 2017 | regressionvalid | —Unverified | 0 |
| Adaptive Inferential Method for Monotone Graph Invariants | Jul 28, 2017 | valid | —Unverified | 0 |
| Gradient-based Inference for Networks with Output Constraints | Jul 26, 2017 | Constituency ParsingSemantic Role Labeling | —Unverified | 0 |
| Rule-Based Spanish Morphological Analyzer Built From Spell Checking Lexicon | Jul 23, 2017 | Morphological Analysisvalid | —Unverified | 0 |
| Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming | Jul 20, 2017 | Objectobject-detection | —Unverified | 0 |
| Global optimization for low-dimensional switching linear regression and bounded-error estimation | Jul 18, 2017 | global-optimizationregression | —Unverified | 0 |
| Knowledge-Guided Recurrent Neural Network Learning for Task-Oriented Action Prediction | Jul 15, 2017 | Common Sense Reasoningvalid | —Unverified | 0 |
