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Woojun Kim
Woojun Kim
Bestätigte E-Mail-Adresse bei andrew.cmu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Communication in multi-agent reinforcement learning: Intention sharing
W Kim, J Park, Y Sung
International Conference on Learning Representations (ICLR) 2021, 2021
752021
Message-dropout: An efficient training method for multi-agent deep reinforcement learning
W Kim, M Cho, Y Sung
Proceedings of the AAAI Conference on Artificial Intelligence 33, 6079-6086, 2019
562019
Maser: Multi-agent reinforcement learning with subgoals generated from experience replay buffer
J Jeon, W Kim, W Jung, Y Sung
International Conference on Machine Learning, 10041-10052, 2022
242022
Enabling technologies for AI empowered 6G massive radio access networks
M Shahjalal, W Kim, W Khalid, S Moon, M Khan, SZ Liu, S Lim, E Kim, ...
ICT Express 9 (3), 341-355, 2023
222023
A maximum mutual information framework for multi-agent reinforcement learning
W Kim, W Jung, M Cho, Y Sung
arXiv preprint arXiv:2006.02732, 2020
152020
A variational approach to mutual information-based coordination for multi-agent reinforcement learning
W Kim, W Jung, M Cho, Y Sung
International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2023
52023
Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning
W Kim, Y Sung
International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2023
32023
Cross-domain imitation learning with a dual structure
S Choi, S Han, W Kim, Y Sung
arXiv preprint arXiv:2006.01494, 2020
32020
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
22024
An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning
W Kim, Y Sung
International Conference on Machine Learning (ICML) 2023, 2023
22023
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework
W Kim, J Kim, Y Sung
International Conference on Machine Learning (ICML) 2023, 2023
12023
Value-Aided Conditional Supervised Learning for Offline RL
J Kim, S Lee, W Kim, Y Sung
arXiv preprint arXiv:2402.02017, 2024
2024
Domain Adaptive Imitation Learning with Visual Observation
S Choi, S Han, W Kim, J Chae, W Jung, Y Sung
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
2023
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents
W Kim, Y Shin, J Park, Y Sung
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
2023
Off-policy multi-agent policy optimization with multi-step counterfactual advantage estimation
S Kim, W Kim, J Jeon, Y Sung, S Han
The 22nd International Conference on Autonomous Agents and Multiagent …, 2023
2023
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