| What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning | Jan 6, 2019 | Deep Reinforcement LearningQuestion Answering | —Unverified | 0 |
| Recurrent Control Nets for Deep Reinforcement Learning | Jan 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploring applications of deep reinforcement learning for real-world autonomous driving systems | Jan 6, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning | Jan 3, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Complementary reinforcement learning towards explainable agents | Jan 1, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Theoretical Analysis of Deep Q-Learning | Jan 1, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications | Dec 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Design RNA | Dec 31, 2018 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
| Learn to Interpret Atari Agents | Dec 29, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Dynamic Planning Networks | Dec 28, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Dealing with Limited Backhaul Capacity in Millimeter Wave Systems: A Deep Reinforcement Learning Approach | Dec 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Quantum Adiabatic Algorithm Design using Reinforcement Learning | Dec 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Walk via Deep Reinforcement Learning | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control | Dec 24, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Parallelized Interactive Machine Learning on Autonomous Vehicles | Dec 23, 2018 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning | Dec 21, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning | Dec 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Navigate the Web | Dec 21, 2018 | Deep Reinforcement LearningInstruction Following | —Unverified | 0 |
| Domain Adaptation for Reinforcement Learning on the Atari | Dec 18, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep reinforcement learning for search, recommendation, and online advertising: a survey | Dec 18, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Information-Directed Exploration for Deep Reinforcement Learning | Dec 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents | Dec 17, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 16, 2018 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 |
