| Restoring Chaos Using Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense | Nov 27, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal | Nov 27, 2019 | Atari GamesContinual Learning | —Unverified | 0 |
| Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving | Nov 26, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| A General Framework on Enhancing Portfolio Management with Reinforcement Learning | Nov 26, 2019 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Join Query Optimization with Deep Reinforcement Learning Algorithms | Nov 26, 2019 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| Biologically inspired architectures for sample-efficient deep reinforcement learning | Nov 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem | Nov 25, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Deep Reinforcement Learning Architecture for Multi-stage Optimal Control | Nov 25, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning | Nov 24, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Which Channel to Ask My Question? Personalized Customer Service RequestStream Routing using DeepReinforcement Learning | Nov 24, 2019 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning | Nov 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep neuroethology of a virtual rodent | Nov 21, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means | Nov 21, 2019 | Atari GamesClustering | CodeCode Available | 0 |
| Classification with Costly Features in Hierarchical Deep Sets | Nov 20, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Evaluating task-agnostic exploration for fixed-batch learning of arbitrary future tasks | Nov 20, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Neural Approximate Dynamic Programming for On-Demand Ride-Pooling | Nov 20, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning | Nov 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning in Cryptocurrency Market Making | Nov 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning | Nov 19, 2019 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning | Nov 19, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online | Nov 19, 2019 | Continual Learningcontinuous-control | —Unverified | 0 |
| Influence-aware Memory Architectures for Deep Reinforcement Learning | Nov 18, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation | Nov 18, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Gamma-Nets: Generalizing Value Estimation over Timescale | Nov 18, 2019 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning | Nov 18, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift | Nov 16, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning | Nov 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient | Nov 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Gamifying the Vehicle Routing Problem with Stochastic Requests | Nov 14, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Adaptive Traffic Signal Control | Nov 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning | Nov 13, 2019 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Schedule Earth Observation satellites with Deep Reinforcement Learning | Nov 12, 2019 | Deep Reinforcement LearningEarth Observation | —Unverified | 0 |
| MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration | Nov 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Agent Connected Autonomous Driving using Deep Reinforcement Learning | Nov 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-Path Policy Optimization | Nov 11, 2019 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| DRiLLS: Deep Reinforcement Learning for Logic Synthesis | Nov 11, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Value-Added Chemical Discovery Using Reinforcement Learning | Nov 10, 2019 | Computational chemistryDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing | Nov 10, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy | Nov 10, 2019 | Adversarial AttackAtari Games | —Unverified | 0 |
| Worst Cases Policy Gradients | Nov 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach | Nov 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems | Nov 6, 2019 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Experience Sharing Between Cooperative Reinforcement Learning Agents | Nov 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy | Nov 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning | Nov 5, 2019 | Autonomous RacingDeep Reinforcement Learning | —Unverified | 0 |
| An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms | Nov 4, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Emergence of Numeric Concepts in Multi-Agent Autonomous Communication | Nov 4, 2019 | Deep Reinforcement LearningGrounded language learning | CodeCode Available | 0 |
