| Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning | Feb 15, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Off-Policy Actor-Critic in an Ensemble: Achieving Maximum General Entropy and Effective Environment Exploration in Deep Reinforcement Learning | Feb 14, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning | Feb 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity | Feb 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Deep Reinforcement Learning from Policy-Dependent Human Feedback | Feb 12, 2019 | Deep Reinforcement LearningMinecraft | —Unverified | 0 |
| Latent Space Reinforcement Learning for Steering Angle Prediction | Feb 11, 2019 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight | Feb 11, 2019 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| WiseMove: A Framework for Safe Deep Reinforcement Learning for Autonomous Driving | Feb 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| A Bandit Framework for Optimal Selection of Reinforcement Learning Agents | Feb 10, 2019 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance | Feb 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Visual search and recognition for robot task execution and monitoring | Feb 7, 2019 | Common Sense ReasoningDeep Reinforcement Learning | —Unverified | 0 |
| Metaoptimization on a Distributed System for Deep Reinforcement Learning | Feb 7, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Artificial Intelligence for Prosthetics - challenge solutions | Feb 7, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Distilling Policy Distillation | Feb 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Adaptive Stress Testing for Autonomous Vehicles | Feb 5, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learning to Schedule Communication in Multi-agent Reinforcement Learning | Feb 5, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Learning to Learn in Simulation | Feb 5, 2019 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| Embodied Multimodal Multitask Learning | Feb 4, 2019 | Deep Reinforcement LearningDisentanglement | —Unverified | 0 |
| Joint Entity Linking with Deep Reinforcement Learning | Feb 1, 2019 | Deep Reinforcement LearningEntity Disambiguation | —Unverified | 0 |
| Policy Consolidation for Continual Reinforcement Learning | Feb 1, 2019 | Continual Learningcontinuous-control | CodeCode Available | 0 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| A Theory of Regularized Markov Decision Processes | Jan 31, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement | Jan 30, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving | Jan 29, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
