Computation and Language · Computer Science
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren +4
2024-07-16
Computation and Language · Computer Science
Iterative Reasoning Preference Optimization
Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He +2
2024-06-27
Artificial Intelligence · Computer Science
Explaining SAT Solving Using Causal Reasoning
Jiong Yang, Arijit Shaw, Teodora Baluta, Mate Soos +1
2023-06-13
Machine Learning · Computer Science
Adaptive Batch-Wise Sample Scheduling for Direct Preference Optimization
Zixuan Huang, Yikun Ban, Lean Fu, Xiaojie Li +3
2026-03-10
Machine Learning · Computer Science
Continuous-Utility Direct Preference Optimization
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Zihao He +5
2026-04-24
Artificial Intelligence · Computer Science
Revisiting the Learned Clauses Database Reduction Strategies
Said Jabbour, Jerry Lonlac, Lakhdar Sais, Yakoub Salhi
2014-02-11
Machine Learning · Computer Science
Linear Preference Optimization: Decoupled Gradient Control via Absolute Regularization
Rui Wang, Qianguo Sun, Chao Song, Junlong Wu +3
2025-08-26
Logic in Computer Science · Computer Science
Logic Optimization Meets SAT: A Novel Framework for Circuit-SAT Solving
Zhengyuan Shi, Tiebing Tang, Jiaying Zhu, Sadaf Khan +4
2025-07-03
Neural and Evolutionary Computing · Computer Science
New directional bat algorithm for continuous optimization problems
Asma Chakri, Rabia Khelif, Mohamed Benouaret, Xin-She Yang
2018-05-16
Computation and Language · Computer Science
BPO: Revisiting Preference Modeling in Direct Preference Optimization
Lin Sun, Chuang Liu, Peng Liu, Bingyang Li +2
2025-06-05
Logic in Computer Science · Computer Science
Proof-Stitch: Proof Combination for Divide and Conquer SAT Solvers
Abhishek Nair, Saranyu Chattopadhyay, Haoze Wu, Alex Ozdemir +1
2022-09-13
Logic in Computer Science · Computer Science
Rethinking Clause Management for CDCL SAT Solvers
Yalun Cai, Xindi Zhang, Zhengyuan Shi, Mengxia Tao +1
2026-02-26
Machine Learning · Computer Science
Variational Delayed Policy Optimization
Qingyuan Wu, Simon Sinong Zhan, Yixuan Wang, Yuhui Wang +4
2024-10-23
Machine Learning · Computer Science
Efficient Spectral Control of Partially Observed Linear Dynamical Systems
Anand Brahmbhatt, Gon Buzaglo, Sofiia Druchyna, Elad Hazan
2025-05-28
Artificial Intelligence · Computer Science
Inducing Robustness in a 2 Dimensional Direct Preference Optimization Paradigm
Sarvesh Shashidhar, Ritik, Nachiketa Patil, Suraj Racha +1
2025-05-06
Machine Learning · Computer Science
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach
Johan Peralez, Aurèlien Delage, Jacopo Castellini, Rafael F. Cunha +1
2025-01-14
Optimization and Control · Mathematics
Price decomposition in large-scale stochastic optimal control
Kengy Barty, Pierre Carpentier, Guy Cohen, Pierre Girardeau
2010-12-16
Machine Learning · Computer Science
Conservative Distributional Reinforcement Learning with Safety Constraints
Hengrui Zhang, Youfang Lin, Sheng Han, Shuo Wang +1
2024-10-28