| A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning | Sep 26, 2023 | BenchmarkingMulti-Objective Reinforcement Learning | CodeCode Available | 2 |
| Distributional Pareto-Optimal Multi-Objective Reinforcement Learning | Sep 21, 2023 | Autonomous DrivingMulti-Objective Reinforcement Learning | CodeCode Available | 1 |
| A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments | Aug 18, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes | Aug 18, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management | Jul 17, 2023 | energy managementManagement | —Unverified | 0 |
| Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction | Jun 16, 2023 | Multi-Objective Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL | Apr 30, 2023 | Decision MakingMuJoCo | CodeCode Available | 1 |
| Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning: A Dynamic Weight-based Approach | Apr 27, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning | Mar 15, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 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 |
| A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis | Feb 8, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization | Jan 18, 2023 | Active LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Lexicographic Multi-Objective Reinforcement Learning | Dec 28, 2022 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning | Dec 19, 2022 | Multi-Objective Reinforcement LearningQ-Learning | —Unverified | 0 |
| Elixir: A system to enhance data quality for multiple analytics on a video stream | Dec 8, 2022 | Multi-Objective Reinforcement Learning | —Unverified | 0 |
| Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots | Dec 6, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments | Nov 30, 2022 | Multi-Objective Reinforcement LearningOpenAI Gym | CodeCode Available | 2 |
| Welfare and Fairness in Multi-objective Reinforcement Learning | Nov 30, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning | Nov 23, 2022 | Multi-Objective Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Addressing the issue of stochastic environments and local decision-making in multi-objective reinforcement learning | Nov 16, 2022 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL | Aug 22, 2022 | ManagementMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm | Aug 16, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Multi-Objective Coordination Graphs for the Expected Scalarised Returns with Generative Flow Models | Jul 1, 2022 | Multi-Objective Reinforcement Learning | —Unverified | 0 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| 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 |
