| Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL | Nov 30, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Deep Multi-Agent Reinforcement Learning with Relevance Graphs | Nov 30, 2018 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology | Nov 30, 2018 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning | Nov 29, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trajectory-based Learning for Ball-in-Maze Games | Nov 28, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Autonomous Driving | Nov 28, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge | Nov 28, 2018 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Exploring Restart Distributions | Nov 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning | Nov 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automatic Face Aging in Videos via Deep Reinforcement Learning | Nov 27, 2018 | Deep Reinforcement LearningFace Verification | —Unverified | 0 |
| Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning | Nov 27, 2018 | Decision MakingDecoder | —Unverified | 0 |
| Optimization of Information-Seeking Dialogue Strategy for Argumentation-Based Dialogue System | Nov 26, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Hardware Conditioned Policies for Multi-Robot Transfer Learning | Nov 24, 2018 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 0 |
| Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach | Nov 24, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Evolutionary-Neural Hybrid Agents for Architecture Search | Nov 24, 2018 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| Learning to attend in a brain-inspired deep neural network | Nov 23, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Urban Driving with Multi-Objective Deep Reinforcement Learning | Nov 21, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Practical Deep Reinforcement Learning Approach for Stock Trading | Nov 19, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| 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 |
| Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks | Nov 15, 2018 | Deep Reinforcement LearningOne-Shot Learning | —Unverified | 0 |
| Orthogonal Policy Gradient and Autonomous Driving Application | Nov 15, 2018 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Reward learning from human preferences and demonstrations in Atari | Nov 15, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
