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Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 626 papers shown

Title
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning Jie Cheng Ruixi Qiao Lijun Li Chao Guo Jianmin Wang Gang Xiong Yisheng Lv Fei-Yue Wang LRM 446 5 0 21 Apr 2025
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yang Yue Zhiqi Chen Rui Lu Andrew Zhao Zhaokai Wang Yang Yue Shiji Song Gao Huang ReLM LRM 216 128 0 18 Apr 2025
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 137 3 0 18 Apr 2025
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement Learning R. P. Singh M. Morisawa M. Benallegue Zhaoming Xie F. Kanehiro 109 2 0 18 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 108 0 0 18 Apr 2025
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration Tyler Ga Wei Lum Olivia Y. Lee C. Karen Liu Jeannette Bohg 99 1 0 17 Apr 2025
Imperative MPC: An End-to-End Self-Supervised Learning with Differentiable MPC for UAV Attitude Control Haonan He Yuheng Qiu Junyi Geng 151 0 0 17 Apr 2025
TraCeS: Trajectory Based Credit Assignment From Sparse Safety Feedback Siow Meng Low Akshat Kumar 109 0 0 17 Apr 2025
A Graph-Based Reinforcement Learning Approach with Frontier Potential Based Reward for Safe Cluttered Environment Exploration Gabriele Calzolari Vidya Sumathy Christoforos Kanellakis G. Nikolakopoulos 448 0 0 16 Apr 2025
OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training Juntao Zhao Qi Lu Wei Jia Borui Wan Lei Zuo ... Size Zheng Yanghua Peng H. Lin Xin Liu Chuan Wu AI4CE 132 0 0 14 Apr 2025
A highly maneuverable flying squirrel drone with controllable foldable wings Jun-Gill Kang D. Lee Soohee Han 68 1 0 13 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 105 21 0 13 Apr 2025
PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks Jian Wu Hao Yang Xinhua Zeng Guibing He Zhe Chen Zhu Li Xinming Zhang Yangyang Ma Run Fang Yang Liu LRM 373 1 0 12 Apr 2025
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Haozhe Wang Chao Qu Zuming Huang Wei Chu Fangzhen Lin Wenhu Chen OffRL ReLM SyDa LRM VLM 147 40 0 10 Apr 2025
Boosting Universal LLM Reward Design through Heuristic Reward Observation Space Evolution Zen Kit Heng Zimeng Zhao Tianhao Wu Yuanfei Wang Mingdong Wu Yangang Wang Hao Dong 85 0 0 10 Apr 2025
PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems Anirudhan Badrinath Prabhat Agarwal Laksh Bhasin Jaewon Yang Jiajing Xu Charles R. Rosenberg LRM 113 1 0 09 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Lu Dong Xiangyu Zeng Yinan He Yun Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 119 38 0 09 Apr 2025
Bridging Deep Reinforcement Learning and Motion Planning for Model-Free Navigation in Cluttered Environments Licheng Luo Mingyu Cai 94 0 0 09 Apr 2025
FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion Longguang Zhong Fanqi Wan Ziyi Yang Guosheng Liang Tianyuan Shi Xiaojun Quan MoMe 111 1 0 09 Apr 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Hai-Tao Zheng Wenhao Jiang Wanshi Xu Philip S. Yu 167 2 0 09 Apr 2025
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning Xinpeng Ding Kai Zhang Jinahua Han Lanqing Hong Hang Xu Xuelong Li MLLM VLM 488 0 0 08 Apr 2025
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization Qingyang Zhang Haitao Wu Changqing Zhang Peilin Zhao Yatao Bian ReLM LRM 150 19 0 08 Apr 2025
Trust-Region Twisted Policy Improvement Joery A. de Vries Jinke He Yaniv Oren M. Spaan OffRL LRM 111 0 0 08 Apr 2025
Information-Theoretic Reward Decomposition for Generalizable RLHF Liyuan Mao Haoran Xu Amy Zhang Weinan Zhang Chenjia Bai 105 0 0 08 Apr 2025
Adversarial Training of Reward Models Alexander Bukharin Haifeng Qian Shengyang Sun Adithya Renduchintala Soumye Singhal Ziyi Wang Oleksii Kuchaiev Olivier Delalleau T. Zhao AAML 153 2 0 08 Apr 2025
Concise Reasoning via Reinforcement Learning Mehdi Fatemi Banafsheh Rafiee Mingjie Tang Kartik Talamadupula ReLM OffRL LRM 134 17 0 07 Apr 2025
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use Anna Goldie Azalia Mirhoseini Hao Zhou Irene Cai Christopher D. Manning SyDa OffRL ReLM LRM 183 11 0 07 Apr 2025
Efficient Reinforcement Finetuning via Adaptive Curriculum Learning Taiwei Shi Yiyang Wu Linxin Song Dinesh Manocha Jieyu Zhao LRM 155 15 0 07 Apr 2025
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks L. Felizardo Edoardo Fadda Paolo Brandimarte E. Del-Moral-Hernandez Mariá Cristina Vasconcelos Nascimento OffRL 75 0 0 07 Apr 2025
Deep Reinforcement Learning Algorithms for Option Hedging Andrei Neagu Frédéric Godin Leila Kosseim 76 0 0 07 Apr 2025
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks Yu Yue Yufeng Yuan Qiying Yu Xiaochen Zuo Ruofei Zhu ... Ru Zhang Xin Liu Mingxuan Wang Yonghui Wu Lin Yan OffRL LRM 125 39 0 07 Apr 2025
Playing Non-Embedded Card-Based Games with Reinforcement Learning Tianyang Wu Lipeng Wan Yuhang Wang Qiang Wan Xuguang Lan OffRL 70 0 0 07 Apr 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning Anja Surina Amin Mansouri Lars Quaedvlieg Amal Seddas Maryna Viazovska Emmanuel Abbe Çağlar Gülçehre 96 3 0 07 Apr 2025
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations Manuel Sage Martin Staniszewski Yaoyao Fiona Zhao 77 2 0 06 Apr 2025
DexTOG: Learning Task-Oriented Dexterous Grasp with Language Jieyi Zhang Wenqiang Xu Zhenjun Yu Pengfei Xie Tutian Tang Cewu Lu 346 1 0 06 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 269 0 0 03 Apr 2025
F5R-TTS: Improving Flow-Matching based Text-to-Speech with Group Relative Policy Optimization Xiaohui Sun Ruitong Xiao Jianye Mo Bowen Wu Qun Yu Baoxun Wang 94 3 0 03 Apr 2025
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei Bo Dai Alekh Agarwal Mohammad Ghavamzadeh Csaba Szepesvári Dale Schuurmans 132 4 0 02 Apr 2025
Learning Bipedal Locomotion on Gear-Driven Humanoid Robot Using Foot-Mounted IMUs Sotaro Katayama Yuta Koda Norio Nagatsuka Masaya Kinoshita 124 0 0 01 Apr 2025
CBIL: Collective Behavior Imitation Learning for Fish from Real Videos Yifan Wu Zhiyang Dou Yuko Ishiwaka Shun Ogawa Yuke Lou Wenping Wang Lingjie Liu Taku Komura 206 3 0 31 Mar 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 147 0 0 31 Mar 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 121 7 0 31 Mar 2025
Reinforcement Learning-based Token Pruning in Vision Transformers: A Markov Game Approach Chenglong Lu Shen Liang Xiang Wang Wei Wang ViT OffRL 131 0 0 30 Mar 2025
Handling Delay in Real-Time Reinforcement Learning Ivan Anokhin Rishav Rishav Matthew D Riemer Stephen Chung Irina Rish Samira Ebrahimi Kahou 114 0 0 30 Mar 2025
Probabilistic Uncertain Reward Model Wangtao Sun Xiang Cheng Xing Yu Haotian Xu Zhao Yang Shizhu He Jun Zhao Kang Liu 164 0 0 28 Mar 2025
Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning Abdullah Vanlioglu 128 0 0 28 Mar 2025
Efficient Learning for Entropy-Regularized Markov Decision Processes via Multilevel Monte Carlo Matthieu Meunier C. Reisinger Yufei Zhang 90 0 0 27 Mar 2025
Reasoning Beyond Limits: Advances and Open Problems for LLMs M. Ferrag Norbert Tihanyi Merouane Debbah ELM OffRL LRM AI4CE 411 4 0 26 Mar 2025
Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning Yongshuai Liu Xin Liu 197 1 0 26 Mar 2025
Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models Siyuan Guo Huiwu Liu Xiaolong Chen Yuming Xie Liang Zhang Tao Han Hechang Chen Yi Chang Jun Wang 256 0 0 26 Mar 2025