| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Exploration by Random Network Distillation | Oct 30, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling | Oct 29, 2018 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks | Oct 24, 2018 | Contact-rich ManipulationDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimization of Molecules via Deep Reinforcement Learning | Oct 19, 2018 | Deep Reinforcement LearningMolecular Graph Generation | CodeCode Available | 1 |
| Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning | Oct 19, 2018 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Visual Semantic Navigation using Scene Priors | Oct 15, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space | Oct 10, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 |
| Generalizing Across Multi-Objective Reward Functions in Deep Reinforcement Learning | Sep 17, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
