| Urban Driving with Multi-Objective Deep Reinforcement Learning | Nov 21, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine | Nov 19, 2018 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Improving Automatic Source Code Summarization via Deep Reinforcement Learning | Nov 17, 2018 | Code SummarizationDecoder | CodeCode Available | 0 |
| Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations | Nov 16, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Orthogonal Policy Gradient and Autonomous Driving Application | Nov 15, 2018 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks | Nov 15, 2018 | Deep Reinforcement LearningOne-Shot Learning | —Unverified | 0 |
| Reward learning from human preferences and demonstrations in Atari | Nov 15, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles | Nov 14, 2018 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Navigating Assistance System for Quadcopter with Deep Reinforcement Learning | Nov 12, 2018 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| An initial attempt of combining visual selective attention with deep reinforcement learning | Nov 11, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge | Nov 8, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Correlation Filter Selection for Visual Tracking Using Reinforcement Learning | Nov 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modular Architecture for StarCraft II with Deep Reinforcement Learning | Nov 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning via L-BFGS Optimization | Nov 6, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Green Security Games with Real-Time Information | Nov 6, 2018 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Managing engineering systems with large state and action spaces through deep reinforcement learning | Nov 5, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks | Nov 5, 2018 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| SafeRoute: Learning to Navigate Streets Safely in an Urban Environment | Nov 3, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Automated Theorem Proving in Intuitionistic Propositional Logic by Deep Reinforcement Learning | Nov 2, 2018 | Automated Theorem ProvingData Augmentation | —Unverified | 0 |
| Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation | Nov 1, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning | Oct 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving | Oct 30, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 0 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning | Oct 30, 2018 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Social Vehicle Swarms: A Novel Perspective on Social-aware Vehicular Communication Architecture | Oct 29, 2018 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Variational Inference with Tail-adaptive f-Divergence | Oct 29, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Assessing Generalization in Deep Reinforcement Learning | Oct 29, 2018 | Deep Reinforcement LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach | Oct 28, 2018 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Learn to Steer through Deep Reinforcement Learning | Oct 27, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Transfer of Deep Reactive Policies for MDP Planning | Oct 26, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning | Oct 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Inverse reinforcement learning for video games | Oct 24, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Meta-modeling game for deriving theoretical-consistent, micro-structural-based traction-separation laws via deep reinforcement learning | Oct 24, 2018 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning | Oct 23, 2018 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Reconciling λ-Returns with Experience Replay | Oct 23, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space | Oct 23, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| RLgraph: Modular Computation Graphs for Deep Reinforcement Learning | Oct 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic | Oct 19, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Applications of Deep Reinforcement Learning in Communications and Networking: A Survey | Oct 18, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fast deep reinforcement learning using online adjustments from the past | Oct 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| At Human Speed: Deep Reinforcement Learning with Action Delay | Oct 16, 2018 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Socially Appropriate Robot Approaching Behavior Toward Groups using Deep Reinforcement Learning | Oct 16, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms | Oct 15, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Assessing the Potential of Classical Q-learning in General Game Playing | Oct 14, 2018 | Board GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost | Oct 14, 2018 | Contact-rich ManipulationDeep Reinforcement Learning | —Unverified | 0 |
| A Survey and Critique of Multiagent Deep Reinforcement Learning | Oct 12, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Empowerment-driven Exploration using Mutual Information Estimation | Oct 11, 2018 | Deep Reinforcement LearningMontezuma's Revenge | CodeCode Available | 0 |
| Policy Design for Active Sequential Hypothesis Testing using Deep Learning | Oct 11, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives | Oct 9, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services | Oct 9, 2018 | Deep Reinforcement LearningIndoor Localization | CodeCode Available | 0 |
