| Active Learning of Causal Structures with Deep Reinforcement Learning | Sep 7, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Infer User Hidden States for Online Sequential Advertising | Sep 3, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Sample-Efficient Automated Deep Reinforcement Learning | Sep 3, 2020 | Deep Reinforcement LearningHyperparameter Optimization | CodeCode Available | 1 |
| Learning Dexterous Grasping with Object-Centric Visual Affordances | Sep 3, 2020 | Deep Reinforcement LearningObject | CodeCode Available | 1 |
| Flightmare: A Flexible Quadrotor Simulator | Sep 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Solving the single-track train scheduling problem via Deep Reinforcement Learning | Sep 1, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Data-driven Outer-Loop Control Using Deep Reinforcement Learning for Trajectory Tracking | Aug 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Contact-Rich Skills Using Compliant Movement Primitives | Aug 30, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Predicting Game Difficulty and Churn Without Players | Aug 29, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| AllenAct: A Framework for Embodied AI Research | Aug 28, 2020 | Deep Reinforcement LearningEmbodied Question Answering | CodeCode Available | 1 |
| Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning | Aug 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations | Aug 26, 2020 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| Decision-making for Autonomous Vehicles on Highway: Deep Reinforcement Learning with Continuous Action Horizon | Aug 26, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning | Aug 26, 2020 | Deep Reinforcement LearningMultiple-choice | —Unverified | 0 |
| Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing | Aug 25, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| t-Soft Update of Target Network for Deep Reinforcement Learning | Aug 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Online Learning for Cognitive Radar-Cellular Coexistence via Contextual Thompson Sampling | Aug 24, 2020 | Deep Reinforcement LearningThompson Sampling | —Unverified | 0 |
| Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach | Aug 24, 2020 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning | Aug 24, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Off-Policy with Online Planning | Aug 23, 2020 | ARCContinuous Control | CodeCode Available | 1 |
| Adaptive and Multiple Time-scale Eligibility Traces for Online Deep Reinforcement Learning | Aug 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DSP: A Differential Spatial Prediction Scheme for Comprehensive real industrial datasets | Aug 23, 2020 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Mobile Networks for Computer Go | Aug 23, 2020 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| Social-Aware Incentive Mechanism for VehicularCrowdsensing by Deep Reinforcement Learning | Aug 21, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control | Aug 21, 2020 | Deep Reinforcement LearningTraffic Signal Control | CodeCode Available | 0 |
