| DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training | Jan 18, 2023 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Learning to solve arithmetic problems with a virtual abacus | Jan 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness | Jan 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association | Jan 16, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention | Jan 15, 2023 | Deep Reinforcement LearningLogical Reasoning | —Unverified | 0 |
| Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation | Jan 14, 2023 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 1 |
| Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression | Jan 14, 2023 | Deep Reinforcement LearningFeature Compression | —Unverified | 0 |
| Mutation Testing of Deep Reinforcement Learning Based on Real Faults | Jan 13, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO | Jan 12, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning | Jan 11, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments | Jan 10, 2023 | Deep Reinforcement LearningJob Shop Scheduling | CodeCode Available | 1 |
| Why People Skip Music? On Predicting Music Skips using Deep Reinforcement Learning | Jan 10, 2023 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 0 |
| Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework | Jan 10, 2023 | Action ClassificationDecision Making | —Unverified | 0 |
| Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks | Jan 9, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-UAV Path Learning for Age and Power Optimization in IoT with UAV Battery Recharge | Jan 9, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning | Jan 9, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| XDQN: Inherently Interpretable DQN through Mimicking | Jan 8, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Centralized Cooperative Exploration Policy for Continuous Control Tasks | Jan 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| A Deep Reinforcement Learning-Based Controller for Magnetorheological-Damped Vehicle Suspension | Jan 6, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DRL-GAN: A Hybrid Approach for Binary and Multiclass Network Intrusion Detection | Jan 5, 2023 | Deep Reinforcement LearningGenerative Adversarial Network | —Unverified | 0 |
| Extreme Q-Learning: MaxEnt RL without Entropy | Jan 5, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations | Jan 4, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Machine Learning for Large-Scale Optimization in 6G Wireless Networks | Jan 3, 2023 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Asset Allocation: Reward Clipping | Jan 2, 2023 | Deep Reinforcement LearningPortfolio Optimization | —Unverified | 0 |
| Deep reinforcement learning for irrigation scheduling using high-dimensional sensor feedback | Jan 2, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
