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Younggyo Seo
Younggyo Seo
PhD Student, KAIST
Verified email at kaist.ac.kr - Homepage
Title
Cited by
Cited by
Year
Context-aware dynamics model for generalization in model-based reinforcement learning
K Lee, Y Seo, S Lee, H Lee, J Shin
International Conference on Machine Learning, 5757-5766, 2020
442020
State entropy maximization with random encoders for efficient exploration
Y Seo, L Chen, J Shin, H Lee, P Abbeel, K Lee
International Conference on Machine Learning, 9443-9454, 2021
392021
Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble
S Lee, Y Seo, K Lee, P Abbeel, J Shin
Conference on Robot Learning, 1702-1712, 2022
132022
Learning What to Defer for Maximum Independent Sets
S Ahn, Y Seo, J Shin
International Conference on Machine Learning, 134-144, 2020
112020
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning
Y Seo, K Lee, I Clavera Gilaberte, T Kurutach, J Shin, P Abbeel
Advances in Neural Information Processing Systems 33, 2020
102020
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning
J Kim, Y Seo, J Shin
Advances in Neural Information Processing Systems 34, 2021
72021
Reinforcement Learning with Action-Free Pre-Training from Videos
Y Seo, K Lee, S James, P Abbeel
arXiv preprint arXiv:2203.13880, 2022
22022
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
J Park, Y Seo, J Shin, H Lee, P Abbeel, K Lee
arXiv preprint arXiv:2203.10050, 2022
12022
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
J Park, Y Seo, C Liu, L Zhao, T Qin, J Shin, TY Liu
Advances in Neural Information Processing Systems 34, 2021
12021
Masked World Models for Visual Control
Y Seo, D Hafner, H Liu, F Liu, S James, K Lee, P Abbeel
arXiv preprint arXiv:2206.14244, 2022
2022
Autoregressive Latent Video Prediction with High-Fidelity Image Generator
Y Seo, K Lee, F Liu, S James, P Abbeel
2021
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