| Deep Model Compression Via Two-Stage Deep Reinforcement Learning | Dec 4, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Agent Communication under Limited Bandwidth by Message Pruning | Dec 3, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach | Dec 2, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions | Dec 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning | Dec 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model Embedded DRL for Intelligent Greenhouse Control | Dec 1, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction | Dec 1, 2019 | 2D Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Curriculum-guided Hindsight Experience Replay | Dec 1, 2019 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Neural Temporal-Difference Learning Converges to Global Optima | Dec 1, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning Local Search Heuristics for Boolean Satisfiability | Dec 1, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy | Dec 1, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Reconciling λ-Returns with Experience Replay | Dec 1, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning with Adaptive Policies | Nov 28, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction | Nov 28, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Restoring Chaos Using Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal | Nov 27, 2019 | Atari GamesContinual Learning | —Unverified | 0 |
| Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense | Nov 27, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Similarity Graphs Constructed by Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learninggraph construction | CodeCode Available | 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 |
| Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving | Nov 26, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem | Nov 25, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Biologically inspired architectures for sample-efficient deep reinforcement learning | Nov 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —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 |
| Deep Reinforcement Learning for Trading | Nov 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 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 |
| Deep Reinforcement Learning in Cryptocurrency Market Making | Nov 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| 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 |
| Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning | Nov 19, 2019 | DecoderDeep Reinforcement Learning | CodeCode Available | 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 |
