| Efficient Reservoir Management through Deep Reinforcement Learning | Dec 7, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Policy Networks for NPC Behaviors that Adapt to Changing Design Parameters in Roguelike Games | Dec 7, 2020 | Deep Reinforcement LearningGame Design | —Unverified | 0 |
| Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning | Dec 6, 2020 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Multi-agent navigation based on deep reinforcement learning and traditional pathfinding algorithm | Dec 5, 2020 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments | Dec 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Playing Text-Based Games with Common Sense | Dec 4, 2020 | Common Sense ReasoningDeep Reinforcement Learning | —Unverified | 0 |
| Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning | Dec 3, 2020 | Deep Reinforcement LearningProtein Design | —Unverified | 0 |
| Partially Connected Automated Vehicle Cooperative Control Strategy with a Deep Reinforcement Learning Approach | Dec 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games | Dec 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Are Gradient-based Saliency Maps Useful in Deep Reinforcement Learning? | Dec 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Coinbot: Intelligent Robotic Coin Bag Manipulation Using Deep Reinforcement Learning And Machine Teaching | Dec 2, 2020 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning | Dec 1, 2020 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Assessing and Accelerating Coverage in Deep Reinforcement Learning | Dec 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints | Dec 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory | Dec 1, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning | Dec 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Multi-Agent Communication through Structured Attentive Reasoning | Dec 1, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Instance-based Generalization in Reinforcement Learning | Dec 1, 2020 | Deep Reinforcement LearningGeneralization Bounds | —Unverified | 0 |
| Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration | Dec 1, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles | Nov 30, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| UniCon: Universal Neural Controller For Physics-based Character Motion | Nov 30, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Controlled Learning for Inventory Control | Nov 30, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp | Nov 30, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Reinforcement Learning for Crowdsourced Urban Delivery: System States Characterization, Heuristics-guided Action Choice, and Rule-Interposing Integration | Nov 29, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer | Nov 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Real-time Active Vision for a Humanoid Soccer Robot Using Deep Reinforcement Learning | Nov 27, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement Learning | Nov 27, 2020 | Deep Reinforcement LearningGraph Embedding | CodeCode Available | 0 |
| Deep Reinforcement Learning for Resource Constrained Multiclass Scheduling in Wireless Networks | Nov 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Exploring grid topology reconfiguration using a simple deep reinforcement learning approach | Nov 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Predictive PER: Balancing Priority and Diversity towards Stable Deep Reinforcement Learning | Nov 26, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning | Nov 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Symmetry-Aware Actor-Critic for 3D Molecular Design | Nov 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings | Nov 25, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| World Model as a Graph: Learning Latent Landmarks for Planning | Nov 25, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Towards Playing Full MOBA Games with Deep Reinforcement Learning | Nov 25, 2020 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control | Nov 24, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| REPAINT: Knowledge Transfer in Deep Reinforcement Learning | Nov 24, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning of Long-Horizon Sparse-Reward Robotic Manipulator Tasks with Base Controllers | Nov 24, 2020 | Deep Reinforcement LearningRobot Manipulation | —Unverified | 0 |
| A Reusable Framework Based on Reinforcement Learning to Design Antennas for Curved Surfaces | Nov 24, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| COCOI: Contact-aware Online Context Inference for Generalizable Non-planar Pushing | Nov 23, 2020 | Contact-rich ManipulationDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Deep Reinforcement Learning: An Overview | Nov 22, 2020 | Deep Reinforcement LearningMulti-Task Learning | —Unverified | 0 |
| Delay Constrained Buffer-Aided Relay Selection in the Internet of Things with Decision-Assisted Reinforcement Learning | Nov 20, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research | Nov 20, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep reinforcement learning for feedback control in a collective flashing ratchet | Nov 20, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Online Model Selection for Reinforcement Learning with Function Approximation | Nov 19, 2020 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems | Nov 18, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
