"stochastic environments" Papers

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PlanU: Large Language Model Reasoning through Planning under Uncertainty

Ziwei Deng, Mian Deng, Chenjing Liang et al.

NEURIPS 2025arXiv:2510.18442

Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction

Baiting Luo, Ava Pettet, Aron Laszka et al.

ICLR 2025oralarXiv:2502.21186
3
citations

Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference

Qining Zhang, Lei Ying

ICLR 2025arXiv:2409.17401
10
citations

Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays

Qingyuan Wu, Simon Zhan, Yixuan Wang et al.

ICML 2024arXiv:2402.03141
4
citations

To the Max: Reinventing Reward in Reinforcement Learning

Grigorii Veviurko, Wendelin Boehmer, Mathijs de Weerdt

ICML 2024arXiv:2402.01361
11
citations