| Fast and Optimal Adaptive Tracking Control: A Novel Meta-Reinforcement Learning via Conditional Generative Adversarial Net | Jun 24, 2022 | Meta Reinforcement Learning | —Unverified | 0 | 0 |
| Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments | Apr 27, 2025 | Decision MakingDiversity | —Unverified | 0 | 0 |
| Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization | May 25, 2022 | Hierarchical Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning | Sep 17, 2020 | ClusteringGenerative Adversarial Network | —Unverified | 0 | 0 |
| GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization | May 30, 2022 | Computational EfficiencyMarketing | —Unverified | 0 | 0 |
| Guided Meta-Policy Search | Apr 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery | Dec 16, 2024 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding | Dec 26, 2024 | global-optimizationMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Hierarchical Transformers are Efficient Meta-Reinforcement Learners | Feb 9, 2024 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL | Dec 2, 2021 | Meta Reinforcement Learning | —Unverified | 0 | 0 |
| Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents | Sep 25, 2019 | Domain AdaptationMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Human-Timescale Adaptation in an Open-Ended Task Space | Jan 18, 2023 | In-Context LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem | Feb 11, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Hypothesis Network Planned Exploration for Rapid Meta-Reinforcement Learning Adaptation | Nov 7, 2023 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Image quality assessment for machine learning tasks using meta-reinforcement learning | Mar 27, 2022 | BIG-bench Machine Learningimage-classification | —Unverified | 0 | 0 |
| Importance Sampling-Guided Meta-Training for Intelligent Agents in Highly Interactive Environments | Jul 22, 2024 | Meta Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Importance Weighted Policy Learning and Adaptation | Sep 10, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning | Mar 10, 2021 | Contrastive LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Improving Generalization in Meta Reinforcement Learning using Learned Objectives | Oct 9, 2019 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| In-context learning agents are asymmetric belief updaters | Feb 6, 2024 | counterfactualIn-Context Learning | —Unverified | 0 | 0 |
| Information-theoretic Task Selection for Meta-Reinforcement Learning | Nov 2, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning | Apr 17, 2025 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning | Sep 8, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Interpretable Meta-Reinforcement Learning with Actor-Critic Method | Jan 1, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Intrinsically Guided Exploration in Meta Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 | 0 |
