| 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 |
| A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks | Apr 30, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning | Apr 30, 2019 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation | Apr 30, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 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 |
| 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 |
| 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 |
| 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 |
| Emergence of Compositional Language with Deep Generational Transmission | Apr 19, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Teaching on a Budget in Multi-Agent Deep Reinforcement Learning | Apr 19, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 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 |
| Multi-Objective Autonomous Braking System using Naturalistic Dataset | Apr 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Saliency Prediction on Omnidirectional Images with Generative Adversarial Imitation Learning | Apr 15, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Effective Scheduling Function Design in SDN through Deep Reinforcement Learning | Apr 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments | Apr 12, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations | Apr 12, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Safer Deep RL with Shallow MCTS: A Case Study in Pommerman | Apr 10, 2019 | Deep Reinforcement Learningreinforcement-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 |
| "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 |
| HOList: An Environment for Machine Learning of Higher-Order Theorem Proving | Apr 5, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| Structured agents for physical construction | Apr 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography | Apr 4, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Random Projection in Neural Episodic Control | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 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 |
| Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents | Apr 2, 2019 | Autonomous DrivingDecision Making | —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 |
| Cooperative Multi-Agent Reinforcement Learning Framework for Scalping Trading | Mar 31, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Risk Averse Robust Adversarial Reinforcement Learning | Mar 31, 2019 | Deep Reinforcement Learningreinforcement-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 |
| 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 |
| Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring | Mar 26, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Winning Isn't Everything: Enhancing Game Development with Intelligent Agents | Mar 25, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables | Mar 19, 2019 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 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 |
| Deep Reinforcement Learning with Decorrelation | Mar 18, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
