Yangchen Pan

发表

An implicit function learning approach for parametric modal regression pdf

Martha White, Amir-massoud Farahmand, Yangchen Pan, 2020, NeurIPS.

Accelerated Gradient Temporal Difference Learning

Martha White, Adam M. White, Yangchen Pan, 2016, AAAI.

Maxmin Q-learning: Controlling the Estimation Bias of Q-learning

Martha White, Yangchen Pan, Qingfeng Lan, 2020, ICLR.

F REQUENCY-BASED S EARCH-CONTROL IN D YNA

Yangchen Pan, Jincheng Mei, 2019 .

Memory-efficient Reinforcement Learning with Knowledge Consolidation

Yangchen Pan, A. Mahmood, Qingfeng Lan, 2022, ArXiv.

Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement

Adam White, Martha White, Yangchen Pan, 2018, 1810.09103.

Understanding and mitigating the limitations of prioritized experience replay

Mohsen Rohani, Hengshuai Yao, Amir-massoud Farahmand, 2020, UAI.

Memory-efficient Reinforcement Learning with Knowledge Consolidation

Yangchen Pan, A. Mahmood, Qingfeng Lan, 2022, ArXiv.

Label Alignment Regularization for Distribution Shift

Ehsan Imani, Yangchen Pan, P. Poupart, 2022, ArXiv.

Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces pdf

Martha White, Lei Le, Sungsu Lim, 2018, ArXiv.

Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement

Adam White, Martha White, Yangchen Pan, 2018, ICLR.

Incremental Truncated LSTD pdf

Martha White, Yangchen Pan, Clement Gehring, 2015, IJCAI.

An Alternate Policy Gradient Estimator for Softmax Policies

Martha White, Yangchen Pan, A. Mahmood, 2021, AISTATS.

Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

Yangchen Pan, Sarath Chandar, Chenjun Xiao, 2023, ArXiv.

Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation

Yangchen Pan, A. Mahmood, Qingfeng Lan, 2022, Trans. Mach. Learn. Res..

Frequency-based Search-control in Dyna pdf

Amir-massoud Farahmand, Jincheng Mei, Yangchen Pan, 2020, ICLR.

Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online

Martha White, Yangchen Pan, Kirby Banman, 2019, ICLR.

Adapting Kernel Representations Online Using Submodular Maximization

Martha White, Jiecao Chen, Matthew Schlegel, 2017, ICML.

Effective sketching methods for value function approximation pdf

Martha White, Erfan Sadeqi Azer, Yangchen Pan, 2017, UAI.

An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient

Yangchen Pan, P. Poupart, Yudong Luo, 2023, NeurIPS.

The In-Sample Softmax for Offline Reinforcement Learning

Adam White, Martha White, Yangchen Pan, 2023, International Conference on Learning Representations.

Label Alignment Regularization for Distribution Shift

Ehsan Imani, Yangchen Pan, P. Poupart, 2022, ArXiv.

Hill Climbing on Value Estimates for Search-control in Dyna

Martha White, Hengshuai Yao, Amir-massoud Farahmand, 2019, IJCAI.

Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods

Amir-massoud Farahmand, Yangchen Pan, A. Ma, 2023, 2308.06703.

Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control

Martha White, Daniel Nikovski, Amir-massoud Farahmand, 2018, ICML.

Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

Yangchen Pan, Sarath Chandar, Chenjun Xiao, 2023, UAI.

Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains

Martha White, Andrew Patterson, Adam White, 2018, IJCAI.

STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence

Yangchen Pan, Bo Liu, Daoming Lyu, 2022, 2201.09857.

Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

Yangchen Pan, Sarath Chandar, Chenjun Xiao, 2023, UAI.

Improving Adversarial Transferability via Model Alignment

Amir-massoud Farahmand, Yangchen Pan, A. Ma, 2023, ArXiv.