2025 "temporal difference learning" Papers

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Conference

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Paper Type

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A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging

Sajad Khodadadian, Martin Zubeldia

NeurIPS 2025oralarXiv:2505.21796
2
citations

Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage

Ying-yee Ava Lau, Zhiwen Shao, Dit-Yan Yeung

ICLR 2025oral
8
citations

On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations

GUOJUN XIONG, Shufan Wang, Daniel Jiang et al.

ICLR 2025oralarXiv:2411.15014
3
citations

Physics-informed Temporal Difference Metric Learning for Robot Motion Planning

Ruiqi Ni, zherong pan, Ahmed Hussain Qureshi

ICLR 2025oralarXiv:2505.05691
2
citations

Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining

Jie Cheng, Ruixi Qiao, ma yingwei et al.

ICLR 2025oralarXiv:2410.00564
7
citations

Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster

Patrick Schnell, Luca Guastoni, Nils Thuerey

ICLR 2025oral

Towards Provable Emergence of In-Context Reinforcement Learning

Jiuqi Wang, Rohan Chandra, Shangtong Zhang

NeurIPS 2025oralarXiv:2509.18389
1
citations

Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning

Jiuqi Wang, Ethan Blaser, Hadi Daneshmand et al.

ICLR 2025oralarXiv:2405.13861
14
citations