| Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning | May 24, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning | Mar 11, 2025 | Beam PredictionDeep Reinforcement Learning | —Unverified | 0 |
| Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data | Nov 6, 2024 | Reinforcement Learning (RL)Transfer Reinforcement Learning | CodeCode Available | 0 |
| The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure | Oct 28, 2024 | Reinforcement Learning (RL)Transfer Reinforcement Learning | —Unverified | 0 |
| Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping | Oct 18, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning | May 24, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models | May 9, 2024 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation | Feb 13, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Value Explicit Pretraining for Learning Transferable Representations | Dec 19, 2023 | Transfer LearningTransfer Reinforcement Learning | —Unverified | 0 |
| Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework | Jun 2, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
