| PMGDA: A Preference-based Multiple Gradient Descent Algorithm | Feb 14, 2024 | Multi-Objective Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| A Distributional View on Multi-Objective Policy Optimization | May 15, 2020 | Multi-Objective Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots | Dec 6, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization | Dec 14, 2024 | Multi-Objective Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Exploring the Impact of Tunable Agents in Sequential Social Dilemmas | Jan 28, 2021 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Navigating Trade-offs: Policy Summarization for Multi-Objective Reinforcement Learning | Nov 7, 2024 | ClusteringMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Pareto Conditioned Networks | Apr 11, 2022 | Multi-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework | Nov 21, 2023 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Dynamic Weights in Multi-Objective Deep Reinforcement Learning | Sep 20, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Practical Guide to Multi-Objective Reinforcement Learning and Planning | Mar 17, 2021 | Decision MakingMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Multi-Objective Deep Reinforcement Learning | Oct 9, 2016 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning Pareto Set for Multi-Objective Continuous Robot Control | Jun 27, 2024 | Multi-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning | Feb 11, 2024 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design | Dec 4, 2023 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning | May 5, 2025 | Ensemble LearningLarge Language Model | CodeCode Available | 0 | 5 |
| A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation | Aug 21, 2019 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Multi-objective Reinforcement learning from AI Feedback | Jun 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning | Sep 30, 2024 | Decision MakingMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance Optimization | Jun 10, 2024 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach | Apr 11, 2022 | Deep Reinforcement LearningDeep-Sea Treasure, Image version | CodeCode Available | 0 | 5 |
| Active Sampling for MRI-based Sequential Decision Making | May 7, 2025 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning | Nov 25, 2020 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Collision Avoidance Robotics Via Meta-Learning (CARML) | Jul 16, 2020 | Collision AvoidanceMeta-Learning | CodeCode Available | 0 | 5 |
