| FedGraph: Federated Graph Learning with Intelligent Sampling | Nov 2, 2021 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning | Nov 2, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy | Nov 1, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| Machine Learning aided Crop Yield Optimization | Nov 1, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning | Oct 29, 2021 | Deep Reinforcement LearningObject | —Unverified | 0 |
| DeF-DReL: Systematic Deployment of Serverless Functions in Fog and Cloud environments using Deep Reinforcement Learning | Oct 29, 2021 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Deep Q-learning Framework for Environments Providing Image Feedback | Oct 28, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes | Oct 28, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots | Oct 28, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning | Oct 28, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Learning Diverse Policies in MOBA Games via Macro-Goals | Oct 27, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem | Oct 27, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling | Oct 27, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control | Oct 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The Difficulty of Passive Learning in Deep Reinforcement Learning | Oct 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey | Oct 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling | Oct 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective | Oct 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments | Oct 25, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks | Oct 24, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments | Oct 24, 2021 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning | Oct 23, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models | Oct 22, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
