Yangchen Pan
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Organizing experience: a deeper look at replay mechanisms for sample-based planning in continuous state domains
Y Pan, M Zaheer, A White, A Patterson, M White
International Joint Conference on Artificial Intelligence (IJCAI), 2019., 2019
302019
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
Q Lan, Y Pan, A Fyshe, M White
International Conference on Learning Representations (ICLR), 2020., 2020
292020
Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online
Y Pan, K Banman, W Martha
International Conference on Learning Representations (ICLR), 2021., 2019
26*2019
Accelerated gradient temporal difference learning
Y Pan, A White, M White
Thirty-First AAAI Conference on Artificial Intelligence, 2017
172017
Incremental truncated LSTD
C Gehring, Y Pan, M White
Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2015
112015
Actor-expert: A framework for using action-value methods in continuous action spaces
S Lim, A Joseph, L Le, Y Pan, M White
arXiv preprint arXiv:1810.09103 22, 2018
92018
Effective sketching methods for value function approximation
Y Pan, ES Azer, M White
Uncertainty in Artificial Intelligence (UAI), 2017., 2017
62017
Hill climbing on value estimates for search-control in dyna
Y Pan, H Yao, A Farahmand, M White
International Joint Conference on Artificial Intelligence (IJCAI), 2019., 2019
52019
Frequency-based Search-control in Dyna
Y Pan, J Mei, A Farahmand
International Conference on Learning Representations (ICLR), 2020., 2020
32020
Reinforcement learning with function-valued action spaces for partial differential equation control
Y Pan, A Farahmand, M White, S Nabi, P Grover, D Nikovski
International Conference on Machine Learning, 3986-3995, 2018
32018
An implicit function learning approach for parametric modal regression
Y Pan, E Imani, A Farahmand, M White
Advances in Neural Information Processing Systems 33, 2020
22020
Adapting kernel representations online using submodular maximization
M Schlegel, Y Pan, J Chen, M White
International Conference on Machine Learning, 3037-3046, 2017
22017
Beyond Prioritized Replay: Sampling States in Model-Based Reinforcement Learning via Simulated Priorities
J Mei, Y Pan, A Farahmand, H Yao, M White
arXiv preprint arXiv:2007.09569, 2020
2020
Actor-Expert: A Framework for using Q-learning in Continuous Action Spaces Download PDF
S Lim, A Joseph, L Le, Y Pan, M White
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