| Generalization of Reinforcement Learners with Working and Episodic Memory | Oct 29, 2019 | Deep Reinforcement LearningHoldout Set | CodeCode Available | 0 |
| Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control | Oct 28, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Certified Adversarial Robustness for Deep Reinforcement Learning | Oct 28, 2019 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 |
| Quantum enhancements for deep reinforcement learning in large spaces | Oct 28, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning | Oct 27, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear Order | Oct 27, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations | Oct 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Comparing Observation and Action Representations for Deep Reinforcement Learning in μRTS | Oct 26, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient | Oct 25, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic | Oct 25, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
