| CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning | Oct 8, 2021 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search | Oct 8, 2021 | Deep Reinforcement LearningNetwork Pruning | CodeCode Available | 0 |
| Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model | Oct 7, 2021 | Atari GamesDecision Making | —Unverified | 0 |
| Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations | Oct 7, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks | Oct 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning | Oct 7, 2021 | Continuous ControlDeep Reinforcement Learning | —Unverified | 0 |
| Generalization in Deep RL for TSP Problems via Equivariance and Local Search | Oct 7, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| How to Sense the World: Leveraging Hierarchy in Multimodal Perception for Robust Reinforcement Learning Agents | Oct 7, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Multi-Objective Curricula for Robotic Policy Learning | Oct 6, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Optimized Recommender Systems with Deep Reinforcement Learning | Oct 6, 2021 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 0 |
| Can an AI agent hit a moving target? | Oct 6, 2021 | AI AgentDecision Making | —Unverified | 0 |
| Replay-Guided Adversarial Environment Design | Oct 6, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Adaptive control of a mechatronic system using constrained residual reinforcement learning | Oct 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| On The Transferability of Deep-Q Networks | Oct 6, 2021 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Improving Generalization of Deep Reinforcement Learning-based TSP Solvers | Oct 6, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning | Oct 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem | Oct 6, 2021 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree | Oct 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning | Oct 5, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL | Oct 5, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 |
| DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing | Oct 5, 2021 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies | Oct 5, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Continuous-Time Fitted Value Iteration for Robust Policies | Oct 5, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback | Oct 5, 2021 | Deep Reinforcement Learningintent-classification | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing | Oct 5, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Deep reinforcement learning for guidewire navigation in coronary artery phantom | Oct 5, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Mining for Potent Inhibitors through Artificial Intelligence and Physics: A Unified Methodology for Ligand Based and Structure Based Drug Design | Oct 5, 2021 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| Behaviour-conditioned policies for cooperative reinforcement learning tasks | Oct 4, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Large Batch Experience Replay | Oct 4, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Automating Privilege Escalation with Deep Reinforcement Learning | Oct 4, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding | Oct 4, 2021 | Deep Reinforcement LearningNetwork Embedding | —Unverified | 0 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Agent Path Planning Using Deep Reinforcement Learning | Oct 4, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DRL-Clusters: Buffer Management with Clustering based Deep Reinforcement Learning | Oct 3, 2021 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances | Oct 3, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Trajectory Planning with Deep Reinforcement Learning in High-Level Action Spaces | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Neural Network Verification in Control | Sep 30, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Stability Constrained Reinforcement Learning for Real-Time Voltage Control | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Unified Data Collection for Visual-Inertial Calibration via Deep Reinforcement Learning | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Solving the Real Robot Challenge using Deep Reinforcement Learning | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance | Sep 30, 2021 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| A Privacy-preserving Distributed Training Framework for Cooperative Multi-agent Deep Reinforcement Learning | Sep 30, 2021 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Bitcoin Transaction Strategy Construction Based on Deep Reinforcement Learning | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self-Supervised Structured Representations for Deep Reinforcement Learning | Sep 29, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reward Shifting for Optimistic Exploration and Conservative Exploitation | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning Controllable Elements Oriented Representations for Reinforcement Learning | Sep 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning | Sep 29, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| Detecting Worst-case Corruptions via Loss Landscape Curvature in Deep Reinforcement Learning | Sep 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| That Escalated Quickly: Compounding Complexity by Editing Levels at the Frontier of Agent Capabilities | Sep 29, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Efficient Reinforcement Learning Experimentation in PyTorch | Sep 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
