| 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 |
| Biomechanic Posture Stabilisation via Iterative Training of Multi-policy Deep Reinforcement Learning Agents | Aug 21, 2020 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Adversarial Imitation Learning via Random Search | Aug 21, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Static Neural Compiler Optimization via Deep Reinforcement Learning | Aug 20, 2020 | Compiler OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Optimal control towards sustainable wastewater treatment plants based on multi-agent reinforcement learning | Aug 19, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Toward Smart Security Enhancement of Federated Learning Networks | Aug 19, 2020 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks | Aug 19, 2020 | AutoMLDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive trading strategies across liquidity pools | Aug 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards Closing the Sim-to-Real Gap in Collaborative Multi-Robot Deep Reinforcement Learning | Aug 18, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces | Aug 18, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Relation Analysis of Markov Decision Process Frameworks | Aug 18, 2020 | Deep Reinforcement LearningEconometrics | —Unverified | 0 |
| Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning | Aug 18, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards | Aug 18, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning | Aug 18, 2020 | Autonomous RacingCar Racing | —Unverified | 0 |
| DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing | Aug 17, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-Reference Reinforcement Learning for Collision-Free Tracking Control of Autonomous Surface Vehicles | Aug 17, 2020 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| DRL-Based QoS-Aware Resource Allocation Scheme for Coexistence of Licensed and Unlicensed Users in LTE and Beyond | Aug 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An adaptive synchronization approach for weights of deep reinforcement learning | Aug 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainability in Deep Reinforcement Learning | Aug 15, 2020 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Reinforcement Learning with Quantum Variational Circuits | Aug 15, 2020 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Autonomous Braking and Throttle System: A Deep Reinforcement Learning Approach for Naturalistic Driving | Aug 15, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Adversary Agnostic Robust Deep Reinforcement Learning | Aug 14, 2020 | Adversarial RobustnessAtari Games | —Unverified | 0 |
| Decision-making at Unsignalized Intersection for Autonomous Vehicles: Left-turn Maneuver with Deep Reinforcement Learning | Aug 14, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning enabled Computation Resource Allocation in a Vehicular Cloud Network | Aug 14, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter | Aug 13, 2020 | Deep Reinforcement LearningObject | —Unverified | 0 |
| A Review of Deep Reinforcement Learning for Smart Building Energy Management | Aug 12, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
