| Deep Reinforcement Learning Based Parameter Control in Differential Evolution | May 20, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| In Support of Over-Parametrization in Deep Reinforcement Learning: an Empirical Study | May 17, 2019 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning | May 17, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Meta Reinforcement Learning with Task Embedding and Shared Policy | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| Learning to learn to communicate | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Knowledge-Based Sequential Decision-Making Under Uncertainty | May 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots | May 15, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Scheduling in Cellular Networks | May 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning for scheduling in large-scale networked control systems | May 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture | May 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trajectory-Based Off-Policy Deep Reinforcement Learning | May 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Task-Agnostic Dynamics Priors for Deep Reinforcement Learning | May 13, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Diagnosing Reinforcement Learning for Traffic Signal Control | May 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Graph Attention Memory for Visual Navigation | May 11, 2019 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework | May 11, 2019 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing | May 10, 2019 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Attention-based Deep Reinforcement Learning for Multi-view Environments | May 10, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Do Autonomous Agents Benefit from Hearing? | May 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Design of Artificial Intelligence Agents for Games using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Multi-Pass Q-Networks for Deep Reinforcement Learning with Parameterised Action Spaces | May 10, 2019 | Control with Prametrised ActionsDeep Reinforcement Learning | CodeCode Available | 0 |
| Intelligent User Association for Symbiotic Radio Networks using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning | May 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Mitigating Deep Learning Vulnerabilities from Adversarial Examples Attack in the Cybersecurity Domain | May 9, 2019 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Evolve | May 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Longitudinal Dynamic versus Kinematic Models for Car-Following Control Using Deep Reinforcement Learning | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Object Exchangeability in Reinforcement Learning: Extended Abstract | May 7, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving | May 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Deep Ordinal Reinforcement Learning | May 6, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks | May 6, 2019 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning | May 5, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning | May 4, 2019 | Deep Reinforcement LearningFace Hallucination | —Unverified | 0 |
| Collaborative Evolutionary Reinforcement Learning | May 2, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| From Video Game to Real Robot: The Transfer between Action Spaces | May 2, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Towards Consistent Performance on Atari using Expert Demonstrations | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Heuristics for Automated Reasoning through Reinforcement Learning | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning | May 1, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning with relational inductive biases | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Rating Continuous Actions in Spatial Multi-Agent Problems | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automata Guided Skill Composition | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SUPERVISED POLICY UPDATE | May 1, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Cross-Task Knowledge Transfer for Visually-Grounded Navigation | May 1, 2019 | Deep Reinforcement LearningDisentanglement | —Unverified | 0 |
| NEURAL MALWARE CONTROL WITH DEEP REINFORCEMENT LEARNING | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Exploration Strategy for Self-Supervised Imitation Learning | May 1, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
