| Guided Exploration in Deep Reinforcement Learning | Sep 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Expressiveness in Deep Reinforcement Learning | Sep 27, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Where Off-Policy Deep Reinforcement Learning Fails | Sep 27, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Towards More Theoretically-Grounded Particle Optimization Sampling for Deep Learning | Sep 27, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| The wisdom of the crowd: reliable deep reinforcement learning through ensembles of Q-functions | Sep 27, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| AlphaSeq: Sequence Discovery with Deep Reinforcement Learning | Sep 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas | Sep 26, 2018 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning Navigation Behaviors End-to-End with AutoRL | Sep 26, 2018 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Anderson Acceleration for Reinforcement Learning | Sep 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SDN Flow Entry Management Using Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 |
| Geometric Multi-Model Fitting by Deep Reinforcement Learning | Sep 22, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Dynamic Weights in Multi-Objective Deep Reinforcement Learning | Sep 20, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Sim-to-Real Transfer of Robot Learning with Variable Length Inputs | Sep 20, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning | Sep 19, 2018 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Leveraging Contact Forces for Learning to Grasp | Sep 19, 2018 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game | Sep 19, 2018 | AI AgentDecision Making | CodeCode Available | 0 |
| Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning | Sep 18, 2018 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Curriculum goal masking for continuous deep reinforcement learning | Sep 17, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning | Sep 17, 2018 | Deep Reinforcement LearningPoint Tracking | CodeCode Available | 0 |
| Generalizing Across Multi-Objective Reward Functions in Deep Reinforcement Learning | Sep 17, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Object-sensitive Deep Reinforcement Learning | Sep 17, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Transparency and Explanation in Deep Reinforcement Learning Neural Networks | Sep 17, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deterministic Implementations for Reproducibility in Deep Reinforcement Learning | Sep 15, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Towards Better Interpretability in Deep Q-Networks | Sep 15, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
