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Workshop
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Scaling Automated Quantum Error Correction Discovery with Reinforcement Learning
Jan Olle · Remmy Zen · Matteo Puviani · Florian Marquardt
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Poster
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Thu 2:30
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Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL
Yu Luo · Tianying Ji · Fuchun Sun · Jianwei Zhang · Huazhe Xu · Xianyuan Zhan
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Oral
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Wed 8:15
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Rate-Optimal Policy Optimization for Linear Markov Decision Processes
Uri Sherman · Alon Cohen · Tomer Koren · Yishay Mansour
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Poster
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Wed 4:30
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Rate-Optimal Policy Optimization for Linear Markov Decision Processes
Uri Sherman · Alon Cohen · Tomer Koren · Yishay Mansour
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Poster
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Tue 2:30
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ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
Akhil Agnihotri · Rahul Jain · Haipeng Luo
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Poster
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Thu 4:30
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SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP
Subhojyoti Mukherjee · Josiah Hanna · Robert Nowak
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Poster
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Tue 2:30
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Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration
Youngsoo Jang · Geon-Hyeong Kim · Byoungjip Kim · Yu Jin Kim · Honglak Lee · Moontae Lee
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Poster
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Wed 2:30
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Reflective Policy Optimization
Yaozhong Gan · yan renye · zhe wu · Junliang Xing
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Poster
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Tue 2:30
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Risk-Sensitive Policy Optimization via Predictive CVaR Policy Gradient
Ju-Hyun Kim · Seungki Min
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Poster
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Tue 2:30
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Iterative Regularized Policy Optimization with Imperfect Demonstrations
Xudong Gong · Feng Dawei · Kele Xu · Yuanzhao Zhai · Chengkang Yao · Weijia Wang · Bo Ding · Huaimin Wang
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Poster
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Thu 4:30
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Adaptive-Gradient Policy Optimization: Enhancing Policy Learning in Non-Smooth Differentiable Simulations
Feng Gao · Liangzhi Shi · Shenao Zhang · Zhaoran Wang · Yi Wu
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Workshop
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A Policy Optimization Approach to the Solution of Unregularized Mean Field Games
Sihan Zeng · Sujay Bhatt · Alec Koppel · Sumitra Ganesh
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