Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update S Lee, S Choi, SY Chung Neural Information Processing Systems (NeurIPS) 2019, 2019 | 90 | 2019 |
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture S Lee, SY Chung Neural Information Processing Systems (NeurIPS) 2021, 2021 | 19 | 2021 |
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making J Kim, S Lee, W Kim, Y Sung International Conference on Learning Representations (ICLR) 2024, 2024 | 3 | 2024 |
Value-Aided Conditional Supervised Learning for Offline RL J Kim, S Lee, W Kim, Y Sung arXiv preprint arXiv:2402.02017, 2024 | | 2024 |
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition S Lee, M Cho, Y Sung Neural Information Processing Systems (NeurIPS) 2023, 2023 | | 2023 |
Adaptive Intrinsic Motivation with Decision Awareness S Lee, SY Chung Decision Awareness in Reinforcement Learning Workshop at ICML 2022, 2022 | | 2022 |