| Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments | Mar 23, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot Navigation | Mar 20, 2020 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations | Mar 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Social Navigation with Human Empowerment driven Deep Reinforcement Learning | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning | Mar 17, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Self-Supervised Discovering of Interpretable Features for Reinforcement Learning | Mar 16, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Deep Deterministic Portfolio Optimization | Mar 13, 2020 | Deep Reinforcement LearningPortfolio Optimization | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft | Mar 12, 2020 | Deep Reinforcement LearningMinecraft | CodeCode Available | 1 |
| Learning View and Target Invariant Visual Servoing for Navigation | Mar 4, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Embodied Synaptic Plasticity with Online Reinforcement learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware | Mar 2, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Learning When and Where to Zoom with Deep Reinforcement Learning | Mar 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 |
| Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning | Feb 24, 2020 | Deep Reinforcement LearningNeural Network simulation | CodeCode Available | 1 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems | Feb 22, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration | Feb 21, 2020 | Deep Reinforcement LearningLanguage Acquisition | CodeCode Available | 1 |
| Reinforcement Learning for Molecular Design Guided by Quantum Mechanics | Feb 18, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Reinforced active learning for image segmentation | Feb 16, 2020 | Active LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep RL Agent for a Real-Time Action Strategy Game | Feb 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems | Feb 9, 2020 | Combinatorial OptimizationDecoder | CodeCode Available | 1 |
