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| Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning | May 26, 2024 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
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| EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning | May 5, 2025 | Ensemble LearningLarge Language Model | CodeCode Available | 0 |
| Mol-MoE: Training Preference-Guided Routers for Molecule Generation | Feb 8, 2025 | BenchmarkingDrug Design | CodeCode Available | 0 |
| A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation | Aug 21, 2019 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Welfare and Fairness in Multi-objective Reinforcement Learning | Nov 30, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Collision Avoidance Robotics Via Meta-Learning (CARML) | Jul 16, 2020 | Collision AvoidanceMeta-Learning | CodeCode Available | 0 |
| Benchmarking MOEAs for solving continuous multi-objective RL problems | May 19, 2025 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 |
| Multi-Objective Deep Reinforcement Learning | Oct 9, 2016 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing | Feb 10, 2023 | Change DetectionMulti-Armed Bandits | CodeCode Available | 0 |
| PMGDA: A Preference-based Multiple Gradient Descent Algorithm | Feb 14, 2024 | Multi-Objective Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 |
| Policy-regularized Offline Multi-objective Reinforcement Learning | Jan 4, 2024 | Multi-Objective Reinforcement LearningOffline RL | CodeCode Available | 0 |
| Predicting optimal value functions by interpolating reward functions in scalarized multi-objective reinforcement learning | Sep 11, 2019 | Autonomous VehiclesMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Dynamic Weights in Multi-Objective Deep Reinforcement Learning | Sep 20, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| A Practical Guide to Multi-Objective Reinforcement Learning and Planning | Mar 17, 2021 | Decision MakingMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
