| Robust Reinforcement Learning for Autonomous Driving | Mar 16, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning | Mar 15, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Feedback-based Exploration | Mar 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| ROS2Learn: a reinforcement learning framework for ROS 2 | Mar 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Task-oriented Design through Deep Reinforcement Learning | Mar 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces | Mar 12, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Universally Slimmable Networks and Improved Training Techniques | Mar 12, 2019 | Deep Reinforcement LearningImage Super-Resolution | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control | Mar 11, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image | Mar 10, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Adaptive Power System Emergency Control using Deep Reinforcement Learning | Mar 9, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning | Mar 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation | Mar 8, 2019 | Deep Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| Learning Heuristics over Large Graphs via Deep Reinforcement Learning | Mar 8, 2019 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Safety-Guided Deep Reinforcement Learning via Online Gaussian Process Estimation | Mar 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning | Mar 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning | Mar 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning | Mar 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Online Data Poisoning Attack | Mar 5, 2019 | Data PoisoningDeep Reinforcement Learning | —Unverified | 0 |
| Microscopic Traffic Simulation by Cooperative Multi-agent Deep Reinforcement Learning | Mar 4, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Budgeted Reinforcement Learning in Continuous State Space | Mar 3, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras | Mar 2, 2019 | Deep Reinforcement LearningPedestrian Detection | —Unverified | 0 |
| Learning To Follow Directions in Street View | Mar 1, 2019 | Deep Reinforcement LearningInstruction Following | CodeCode Available | 0 |
| TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents | Mar 1, 2019 | Data PoisoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks | Feb 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Neural Packet Classification | Feb 27, 2019 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Diagnosing Bottlenecks in Deep Q-learning Algorithms | Feb 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? | Feb 26, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Multi-agent Communication under Limited-bandwidth Restriction for Internet Packet Routing | Feb 26, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Coloring Big Graphs with AlphaGoZero | Feb 26, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference | Feb 25, 2019 | Deep Reinforcement LearningGraph Embedding | —Unverified | 0 |
| Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals | Feb 25, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Learning Deterministic Policy with Target for Power Control in Wireless Networks | Feb 21, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning using Genetic Algorithm for Parameter Optimization | Feb 19, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Investigating Generalisation in Continuous Deep Reinforcement Learning | Feb 19, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DOM-Q-NET: Grounded RL on Structured Language | Feb 19, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning | Feb 18, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Autonomous Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking | Feb 18, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning | Feb 16, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Network Offloading Policies for Cloud Robotics: a Learning-based Approach | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning | Feb 15, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| AutoQ: Automated Kernel-Wise Neural Network Quantization | Feb 15, 2019 | AutoMLDeep 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 |
| 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 |
| WiseMove: A Framework for Safe Deep Reinforcement Learning for Autonomous Driving | Feb 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | —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 |
| 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 |
