| Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations | Sep 10, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| MAT: Multi-Fingered Adaptive Tactile Grasping via Deep Reinforcement Learning | Sep 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers | Sep 9, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots | Sep 9, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deterministic Value-Policy Gradients | Sep 9, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems | Sep 9, 2019 | ArticlesDeep Reinforcement Learning | —Unverified | 0 |
| Solving Continual Combinatorial Selection via Deep Reinforcement Learning | Sep 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Imitation Learning for Human Pose Prediction | Sep 8, 2019 | Deep Reinforcement LearningHuman Pose Forecasting | —Unverified | 0 |
| Self-driving scale car trained by Deep reinforcement learning | Sep 8, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Deep Reinforcement Learning for Control of Probabilistic Boolean Networks | Sep 7, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning | Sep 6, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| From Few to More: Large-scale Dynamic Multiagent Curriculum Learning | Sep 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents | Sep 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Quasi-Newton Optimization Methods For Deep Learning Applications | Sep 4, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games | Sep 4, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch | Sep 3, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 2 |
| A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen | Sep 3, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Generalization in Transfer Learning | Sep 3, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Logic and the 2-Simplicial Transformer | Sep 2, 2019 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| To Combine or Not To Combine? A Rainbow Deep Reinforcement Learning Agent for Dialog Policies | Sep 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms | Sep 1, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization | Aug 31, 2019 | Abstractive Text SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| Interactive Language Learning by Question Answering | Aug 28, 2019 | Deep Reinforcement LearningMachine Reading Comprehension | CodeCode Available | 1 |
| Deep Actor-Critic Reinforcement Learning for Anomaly Detection | Aug 28, 2019 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Hierarchical Text Classification with Reinforced Label Assignment | Aug 27, 2019 | ClassificationDeep Reinforcement Learning | CodeCode Available | 0 |
| Ensemble-Based Deep Reinforcement Learning for Chatbots | Aug 27, 2019 | ChatbotClustering | —Unverified | 0 |
| Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards | Aug 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing | Aug 26, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning | Aug 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Foreign Exchange Trading | Aug 21, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access | Aug 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control | Aug 20, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| A Domain-Knowledge-Aided Deep Reinforcement Learning Approach for Flight Control Design | Aug 19, 2019 | Deep Reinforcement LearningLearning Theory | —Unverified | 0 |
| Transfer in Deep Reinforcement Learning using Knowledge Graphs | Aug 19, 2019 | Deep Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| Performing Deep Recurrent Double Q-Learning for Atari Games | Aug 16, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Secure Computation Offloading in Blockchain based IoT Networks with Deep Reinforcement Learning | Aug 15, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Privacy-Preserved Task Offloading in Mobile Blockchain with Deep Reinforcement Learning | Aug 15, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep reinforcement learning in World-Earth system models to discover sustainable management strategies | Aug 15, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Sample-efficient Deep Reinforcement Learning with Imaginary Rollouts for Human-Robot Interaction | Aug 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity | Aug 14, 2019 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach | Aug 14, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field | Aug 13, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility | Aug 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System | Aug 13, 2019 | Deep Reinforcement LearningQuestion Answering | CodeCode Available | 0 |
| Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking | Aug 13, 2019 | counterfactualDecision Making | —Unverified | 0 |
