| A Machine Learning Approach to Routing | Aug 10, 2017 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Learning how to Active Learn: A Deep Reinforcement Learning Approach | Aug 8, 2017 | Active LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning | Aug 8, 2017 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| An Information-Theoretic Optimality Principle for Deep Reinforcement Learning | Aug 6, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Inquiry Dialog Policies with Logical Formula Embeddings | Aug 2, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution | Aug 1, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| Grounding Language for Transfer in Deep Reinforcement Learning | Aug 1, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards | Jul 27, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DARLA: Improving Zero-Shot Transfer in Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningDomain Adaptation | CodeCode Available | 0 |
| 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds | Jul 21, 2017 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| A multi-agent reinforcement learning model of common-pool resource appropriation | Jul 20, 2017 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Imagination-Augmented Agents for Deep Reinforcement Learning | Jul 19, 2017 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| On-line Building Energy Optimization using Deep Reinforcement Learning | Jul 18, 2017 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning | Jul 17, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Lenient Multi-Agent Deep Reinforcement Learning | Jul 14, 2017 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Distral: Robust Multitask Reinforcement Learning | Jul 13, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Macromanagement in StarCraft from Replays using Deep Learning | Jul 12, 2017 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation | Jul 11, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Value Prediction Network | Jul 11, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Attention Selection for Person Re-Identification | Jul 10, 2017 | Deep Reinforcement LearningPerson Re-Identification | —Unverified | 0 |
| Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement | Jul 10, 2017 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Solving high-dimensional partial differential equations using deep learning | Jul 9, 2017 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning human behaviors from motion capture by adversarial imitation | Jul 7, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Maintaining cooperation in complex social dilemmas using deep reinforcement learning | Jul 4, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
