| SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents | Jul 2, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments | Jul 2, 2021 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Drone swarm patrolling with uneven coverage requirements | Jul 1, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Optimal Power Allocation for Rate Splitting Communications with Deep Reinforcement Learning | Jul 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Applications of the Free Energy Principle to Machine Learning and Neuroscience | Jun 30, 2021 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning | Jun 30, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| DRILL-- Deep Reinforcement Learning for Refinement Operators in ALC | Jun 29, 2021 | Deep Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach | Jun 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples | Jun 28, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Continuous Control with Deep Reinforcement Learning for Autonomous Vessels | Jun 27, 2021 | Collision Avoidancecontinuous-control | —Unverified | 0 |
| A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation | Jun 25, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots | Jun 24, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL | Jun 22, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Reinforcement Learning for Physical Layer Communications | Jun 22, 2021 | Deep Reinforcement LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Off-Policy Reinforcement Learning with Delayed Rewards | Jun 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming | Jun 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Emphatic Algorithms for Deep Reinforcement Learning | Jun 21, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution | Jun 19, 2021 | Deep Reinforcement LearningImage Super-Resolution | —Unverified | 0 |
| ColorRL: Reinforced Coloring for End-to-End Instance Segmentation | Jun 19, 2021 | Deep Reinforcement LearningInstance Segmentation | —Unverified | 0 |
| Learning the Non-Differentiable Optimization for Blind Super-Resolution | Jun 19, 2021 | Blind Super-ResolutionDeep Reinforcement Learning | —Unverified | 0 |
| Non-Robust Feature Mapping in Deep Reinforcement Learning | Jun 18, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Task Learning for User Engagement and Adoption in Live Video Streaming Events | Jun 18, 2021 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Models Predict Visual Responses in the Brain: A Preliminary Result | Jun 18, 2021 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| Prediction-Free, Real-Time Flexible Control of Tidal Lagoons through Proximal Policy Optimisation: A Case Study for the Swansea Lagoon | Jun 18, 2021 | Deep Reinforcement LearningUnity | —Unverified | 0 |
| Strategically-timed State-Observation Attacks on Deep Reinforcement Learning Agents | Jun 18, 2021 | Adversarial Attackcontinuous-control | —Unverified | 0 |
