| Long Term Memory Network for Combinatorial Optimization Problems | Jan 1, 2018 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Using Deep Reinforcement Learning to Generate Rationales for Molecules | Jan 1, 2018 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| Latent forward model for Real-time Strategy game planning with incomplete information | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| LSD-Net: Look, Step and Detect for Joint Navigation and Multi-View Recognition with Deep Reinforcement Learning | Jan 1, 2018 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks | Jan 1, 2018 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| A dynamic game approach to training robust deep policies | Jan 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE | Jan 1, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games | Jan 1, 2018 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
| Avoiding Catastrophic States with Intrinsic Fear | Jan 1, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Do Deep Reinforcement Learning Algorithms really Learn to Navigate? | Jan 1, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| A Hierarchical Model for Device Placement | Jan 1, 2018 | Deep Reinforcement LearningMachine Translation | —Unverified | 0 |
| Learning Robust Rewards with Adverserial Inverse Reinforcement Learning | Jan 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for List-wise Recommendations | Dec 30, 2017 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Whatever Does Not Kill Deep Reinforcement Learning, Makes It Stronger | Dec 23, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning | Dec 22, 2017 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| A Deep Policy Inference Q-Network for Multi-Agent Systems | Dec 21, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning | Dec 20, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning | Dec 18, 2017 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| ES Is More Than Just a Traditional Finite-Difference Approximator | Dec 18, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents | Dec 18, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Towards a Deep Reinforcement Learning Approach for Tower Line Wars | Dec 17, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| AI2-THOR: An Interactive 3D Environment for Visual AI | Dec 14, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Multi-focus Attention Network for Efficient Deep Reinforcement Learning | Dec 13, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Boosted by External Knowledge | Dec 12, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
