| Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning | Dec 19, 2024 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery | Dec 16, 2024 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Mind the Gap: Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learning | Dec 5, 2024 | Large Language ModelMeta Reinforcement Learning | CodeCode Available | 1 |
| Emergence of Implicit World Models from Mortal Agents | Nov 19, 2024 | Artificial LifeDomain Adaptation | —Unverified | 0 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity | Nov 7, 2024 | DiversityMeta Reinforcement Learning | CodeCode Available | 0 |
| FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system | Oct 28, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning | Oct 14, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator | Oct 13, 2024 | AllBilevel Optimization | —Unverified | 0 |
| Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN | Sep 30, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
