| Design of Artificial Intelligence Agents for Games using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Attention-based Deep Reinforcement Learning for Multi-view Environments | May 10, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 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 |
| Mitigating Deep Learning Vulnerabilities from Adversarial Examples Attack in the Cybersecurity Domain | May 9, 2019 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning | May 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Evolve | May 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | 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 |
| Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Object Exchangeability in Reinforcement Learning: Extended Abstract | May 7, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving | May 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 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 |
| Deep Ordinal Reinforcement Learning | May 6, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 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 |
| From Video Game to Real Robot: The Transfer between Action Spaces | May 2, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Collaborative Evolutionary Reinforcement Learning | May 2, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| CEM-RL: Combining evolutionary and gradient-based methods for policy search | May 1, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Explicit Recall for Efficient Exploration | May 1, 2019 | Decision MakingDeep Reinforcement 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 |
| Deep reinforcement learning with relational inductive biases | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards Consistent Performance on Atari using Expert Demonstrations | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 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 |
| Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Adversarial Exploration Strategy for Self-Supervised Imitation Learning | May 1, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| SUPERVISED POLICY UPDATE | May 1, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Automata Guided Skill Composition | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Heuristics for Automated Reasoning through Reinforcement Learning | 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 |
| A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks | Apr 30, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation | Apr 30, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning | Apr 30, 2019 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| Deep Neuroevolution of Recurrent and Discrete World Models | Apr 28, 2019 | Car RacingDecision Making | CodeCode Available | 0 |
| Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning | Apr 28, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks | Apr 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Ray Interference: a Source of Plateaus in Deep Reinforcement Learning | Apr 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning | Apr 24, 2019 | Autonomous Drivingcontinuous-control | —Unverified | 0 |
| Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning | Apr 24, 2019 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 |
| Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning | Apr 23, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors | Apr 22, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition | Apr 20, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Model-free Deep Reinforcement Learning for Urban Autonomous Driving | Apr 20, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Teaching on a Budget in Multi-Agent Deep Reinforcement Learning | Apr 19, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Emergence of Compositional Language with Deep Generational Transmission | Apr 19, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures | Apr 17, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
