Yang-Chen Pan

Most-cited papers

Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
Qingfeng Lan, Yang-Chen Pan, A. Fyshe, Martha White
2020International Conference on Learning Representations227 citations
Semantic Scholar
Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains
Yang-Chen Pan, Muhammad Zaheer, Adam White, Andrew Patterson +1 more
2018International Joint Conference on Artificial Intelligence52 citations Open access
Semantic Scholar
The In-Sample Softmax for Offline Reinforcement Learning
Chenjun Xiao, Han Wang, Yang-Chen Pan, Adam White +1 more
2023International Conference on Learning Representations40 citations Open access
Semantic Scholar
Accelerated Gradient Temporal Difference Learning
Yang-Chen Pan, A. White, Martha White
2016AAAI Conference on Artificial Intelligence32 citations Open access
Semantic Scholar
Understanding and mitigating the limitations of prioritized experience replay
Yang-Chen Pan, Jincheng Mei, Amir-massoud Farahmand, Martha White +3 more
2020Conference on Uncertainty in Artificial Intelligence28 citations
Semantic Scholar
Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online
Yang-Chen Pan, Kirby Banman, Martha White
2021International Conference on Learning Representations25 citations
Semantic Scholar
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
Yang-Chen Pan, Amir-massoud Farahmand, Martha White, S. Nabi +2 more
2018International Conference on Machine Learning23 citations
Semantic Scholar
Hill Climbing on Value Estimates for Search-control in Dyna
Yang-Chen Pan, Heng-Shuai Yao, Amir-massoud Farahmand, Martha White
2019International Joint Conference on Artificial Intelligence21 citations Open access
Semantic Scholar
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement
Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yang-Chen Pan +2 more
2018International Conference on Learning Representations19 citations
Semantic Scholar
Improving Adversarial Transferability via Model Alignment
A. Ma, Amir-massoud Farahmand, Yang-Chen Pan, P. Torr +1 more
2023European Conference on Computer Vision16 citations
Semantic Scholar
Frequency-based Search-control in Dyna
Yang-Chen Pan, Jincheng Mei, Amir-massoud Farahmand
2020International Conference on Learning Representations16 citations
Semantic Scholar
Actor-Expert: A Framework for using Q-learning in Continuous Action Spaces
Sungsu Lim, Ajin George Joseph, Lei Le, Yang-Chen Pan +1 more
201816 citations
Semantic Scholar
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
Yudong Luo, Guiliang Liu, P. Poupart, Yang-Chen Pan
2023Neural Information Processing Systems15 citations Open access
Semantic Scholar
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation
Qingfeng Lan, Yang-Chen Pan, Jun Luo, A. Mahmood
2022Trans. Mach. Learn. Res.14 citations
Semantic Scholar
An implicit function learning approach for parametric modal regression
Yang-Chen Pan, Ehsan Imani, Amir-massoud Farahmand, Martha White
2020Neural Information Processing Systems13 citations
Semantic Scholar
Effective sketching methods for value function approximation
Yang-Chen Pan, Erfan Sadeqi Azer, Martha White
2017Conference on Uncertainty in Artificial Intelligence13 citations
Semantic Scholar
Adapting Kernel Representations Online Using Submodular Maximization
M. Schlegel, Yang-Chen Pan, Jiecao Chen, Martha White
2017International Conference on Machine Learning12 citations
Semantic Scholar
Incremental Truncated LSTD
Clement Gehring, Yang-Chen Pan, Martha White
2015International Joint Conference on Artificial Intelligence12 citations
Semantic Scholar
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods
A. Ma, Yang-Chen Pan, Amir-massoud Farahmand
2023Trans. Mach. Learn. Res.10 citations Open access
Semantic Scholar
Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning
Xutong Zhao, Yang-Chen Pan, Chenjun Xiao, A. P. Sarath Chandar +1 more
2023Conference on Uncertainty in Artificial Intelligence10 citations Open access
Semantic Scholar
Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces
Sungsu Lim, Ajin George Joseph, Lei Le, Yang-Chen Pan +1 more
2018arXiv.org10 citations
Semantic Scholar
An Alternate Policy Gradient Estimator for Softmax Policies
Shivam Garg, Samuele Tosatto, Yang-Chen Pan, Martha White +1 more
2021International Conference on Artificial Intelligence and Statistics9 citations
Semantic Scholar
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
A. Ma, Yang-Chen Pan, Amir-massoud Farahmand
2025International Conference on Machine Learning7 citations
Semantic Scholar
Memory-efficient Reinforcement Learning with Knowledge Consolidation
Qingfeng Lan, Yang-Chen Pan, Jun Luo, A. Mahmood
2022arXiv.org4 citations Open access
Semantic Scholar
Label Alignment Regularization for Distribution Shift
Ehsan Imani, Guojun Zhang, Runjia Li, Jun Luo +2 more
2022Journal of machine learning research3 citations Open access
Semantic Scholar
Temporal Difference Learning for Diffusion Models
Qi-Zhen Ying, Yang-Chen Pan, V. Prisacariu, Junfeng Wen
2026arXiv.org1 citations
Semantic Scholar
NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics
Qi-Zhen Ying, Guang-Ming Wang, Yang-Chen Pan, V. Prisacariu +2 more
2026arXiv.org1 citations
Semantic Scholar
Deep Tile Coder: an Efficient Sparse Representation Learning Approach with applications in Reinforcement Learning
Yang-Chen Pan
2019arXiv.org1 citations
Semantic Scholar
STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence
Liang Xu, Daoming Lyu, Yang-Chen Pan, Aiwen Jiang +1 more
20220 citations
Semantic Scholar
TOPS: Transition-Based Volatility-Reduced Policy Search
Liang-Liang Xu, Daoming Lyu, Yang-Chen Pan, Aiwen Jiang +1 more
2022AAMAS Workshops0 citations
Semantic Scholar
Beyond Prioritized Replay: Sampling States in Model-Based RL via Simulated Priorities
Jincheng Mei, Yang-Chen Pan, Martha White, Amir-massoud Farahmand +1 more
2020arXiv.org0 citations
Semantic Scholar