| Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning | May 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment | May 10, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| A parallel-network continuous quantitative trading model with GARCH and PPO | May 8, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Generative Actor-Critic: An Off-policy Algorithm Using the Push-forward Model | May 8, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Utilizing Skipped Frames in Action Repeats via Pseudo-Actions | May 7, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning | May 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance | May 5, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Learning Algorithms for Regenerative Stopping Problems with Applications to Shipping Consolidation in Logistics | May 5, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning | May 4, 2021 | Behavioural cloningDeep Reinforcement Learning | —Unverified | 0 |
| Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning | May 2, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning | May 2, 2021 | Atari GamesBackdoor Attack | —Unverified | 0 |
| Discovering Diverse Athletic Jumping Strategies | May 2, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Pedestrian Collision Avoidance for Autonomous Vehicles at Unsignalized Intersection Using Deep Q-Network | May 1, 2021 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Discrete-Time Mean Field Control with Environment States | Apr 30, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| On the Emergence of Whole-body Strategies from Humanoid Robot Push-recovery Learning | Apr 29, 2021 | Deep Reinforcement LearningHumanoid Control | —Unverified | 0 |
| Hypernetwork Dismantling via Deep Reinforcement Learning | Apr 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adapting to Reward Progressivity via Spectral Reinforcement Learning | Apr 29, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Emotional Contagion-Aware Deep Reinforcement Learning for Antagonistic Crowd Simulation | Apr 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| End-to-End Intersection Handling using Multi-Agent Deep Reinforcement Learning | Apr 28, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents | Apr 27, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Controlling earthquake-like instabilities using artificial intelligence | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Hyperparameter Optimization for Physics-based Character Animation | Apr 26, 2021 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning | Apr 26, 2021 | Deep Reinforcement LearningElectromyography (EMG) | CodeCode Available | 0 |
| Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building | Apr 25, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for the Meal Delivery Problem | Apr 24, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data | Apr 22, 2021 | Autonomous RacingDeep Reinforcement Learning | —Unverified | 0 |
| XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision Trees | Apr 22, 2021 | Deep Reinforcement LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Tackling Variabilities in Autonomous Driving | Apr 21, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks | Apr 21, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning | Apr 20, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Scalable Synthesis of Verified Controllers in Deep Reinforcement Learning | Apr 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GDDR: GNN-based Data-Driven Routing | Apr 20, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| DRL: Deep Reinforcement Learning for Intelligent Robot Control -- Concept, Literature, and Future | Apr 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning in a Monetary Model | Apr 19, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Adaptive learning for financial markets mixing model-based and model-free RL for volatility targeting | Apr 19, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning | Apr 19, 2021 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Quick Learner Automated Vehicle Adapting its Roadmanship to Varying Traffic Cultures with Meta Reinforcement Learning | Apr 18, 2021 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Learning on a Budget via Teacher Imitation | Apr 17, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Action Advising with Advice Imitation in Deep Reinforcement Learning | Apr 17, 2021 | Atari GamesBehavioural cloning | CodeCode Available | 0 |
| MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale | Apr 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Joint Attention for Multi-Agent Coordination and Social Learning | Apr 15, 2021 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| GridToPix: Training Embodied Agents with Minimal Supervision | Apr 14, 2021 | Deep Reinforcement LearningPointGoal Navigation | —Unverified | 0 |
| GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback | Apr 14, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images | Apr 14, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report | Apr 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Thief, Beware of What Get You There: Towards Understanding Model Extraction Attack | Apr 13, 2021 | Deep Reinforcement LearningModel extraction | —Unverified | 0 |
| Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning | Apr 12, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Deep Reinforcement Learning Based Controller for Active Heave Compensation | Apr 12, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The Atari Data Scraper | Apr 11, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
