| Saliency Prediction on Omnidirectional Images with Generative Adversarial Imitation Learning | Apr 15, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Multi-Objective Autonomous Braking System using Naturalistic Dataset | Apr 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations | Apr 12, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments | Apr 12, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Effective Scheduling Function Design in SDN through Deep Reinforcement Learning | Apr 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safer Deep RL with Shallow MCTS: A Case Study in Pommerman | Apr 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| "Jam Me If You Can'': Defeating Jammer with Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications | Apr 8, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Creating Pro-Level AI for a Real-Time Fighting Game Using Deep Reinforcement Learning | Apr 8, 2019 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Structured agents for physical construction | Apr 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| HOList: An Environment for Machine Learning of Higher-Order Theorem Proving | Apr 5, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography | Apr 4, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Random Projection in Neural Episodic Control | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents | Apr 2, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Personalized Cancer Chemotherapy Schedule: a numerical comparison of performance and robustness in model-based and model-free scheduling methodologies | Apr 2, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach | Apr 1, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Risk Averse Robust Adversarial Reinforcement Learning | Mar 31, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning Framework for Scalping Trading | Mar 31, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints | Mar 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Autonomous Highway Driving using Deep Reinforcement Learning | Mar 29, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autoregressive Policies for Continuous Control Deep Reinforcement Learning | Mar 27, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance | Mar 27, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring | Mar 26, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games | Mar 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Winning Isn't Everything: Enhancing Game Development with Intelligent Agents | Mar 25, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation | Mar 19, 2019 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Truly Proximal Policy Optimization | Mar 19, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables | Mar 19, 2019 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Deep Reinforcement Learning with Decorrelation | Mar 18, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
| On the Pitfalls of Measuring Emergent Communication | Mar 12, 2019 | Deep Reinforcement LearningFault Detection | CodeCode Available | 1 |
| Universally Slimmable Networks and Improved Training Techniques | Mar 12, 2019 | Deep Reinforcement LearningImage Super-Resolution | CodeCode Available | 0 |
| Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces | Mar 12, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control | Mar 11, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Learning to Paint With Model-based Deep Reinforcement Learning | Mar 11, 2019 | Deep Reinforcement LearningPosition | CodeCode Available | 1 |
| 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 |
| DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning | Mar 9, 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 |
| 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 |
| Online Data Poisoning Attack | Mar 5, 2019 | Data PoisoningDeep Reinforcement Learning | —Unverified | 0 |
