2025 Poster "function approximation" Papers

9 papers found

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Conference

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Paper Type

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Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning

Hyungkyu Kang, Min-hwan Oh

ICLR 2025posterarXiv:2503.05306
3
citations

Attention Mechanism, Max-Affine Partition, and Universal Approximation

Hude Liu, Jerry Yao-Chieh Hu, Zhao Song et al.

NEURIPS 2025posterarXiv:2504.19901
6
citations

Finite-Time Bounds for Average-Reward Fitted Q-Iteration

Jongmin Lee, Ernest Ryu

NEURIPS 2025posterarXiv:2510.17391

From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs

Xin Li, Xiaotao Zheng, Zhihong Xia

NEURIPS 2025poster

Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory

Alexander Levine, Peter Stone, Amy Zhang

ICLR 2025posterarXiv:2410.03016
1
citations

Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach

Swetha Ganesh, Vaneet Aggarwal

NEURIPS 2025posterarXiv:2505.19986
2
citations

Second Order Bounds for Contextual Bandits with Function Approximation

Aldo Pacchiano

ICLR 2025posterarXiv:2409.16197
7
citations

Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation

Chenyu Zhang, Xu Chen, Xuan Di

ICLR 2025posterarXiv:2408.08192
7
citations

Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding

Qian Ma, Ruoxiang Xu, Yongqiang Cai

NEURIPS 2025posterarXiv:2511.06376