Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 6,779 papers shown

Title
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model Junshu Pan Wei Shen Shulin Huang Qiji Zhou Yue Zhang 74 0 0 22 Apr 2025
AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization Jinda Lu Jinghan Li Yuan Gao Junkang Wu Jiancan Wu Xuben Wang Xiangnan He 168 0 0 22 Apr 2025
Reasoning Physical Video Generation with Diffusion Timestep Tokens via Reinforcement Learning Wang Lin Liyu Jia Wentao Hu Kaihang Pan Zhongqi Yue Wei Zhao Jingyuan Chen Fei Wu Hanwang Zhang VGen 46 1 0 22 Apr 2025
TTRL: Test-Time Reinforcement Learning Yuxin Zuo Kaiyan Zhang Shang Qu Li Sheng Xuekai Zhu Biqing Qi Youbang Sun Ganqu Cui Ning Ding Bowen Zhou OffRL 162 2 0 22 Apr 2025
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network Wenjing Xiao Chenglong Shi Miaojiang Chen Zhiquan Liu Min Chen Haiwen Song 34 0 0 22 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 60 0 0 21 Apr 2025
Learning to Reason under Off-Policy Guidance Jianhao Yan Yafu Li Zican Hu Zhi Wang Ganqu Cui Xiaoye Qu Yu Cheng Yue Zhang OffRL LRM 44 0 0 21 Apr 2025
Improving Human-AI Coordination through Adversarial Training and Generative Models Paresh Chaudhary Yancheng Liang Daphne Chen S. Du Natasha Jaques 69 0 0 21 Apr 2025
Efficient Pretraining Length Scaling Bohong Wu Shen Yan Sijun Zhang Jianqiao Lu Yutao Zeng Ya Wang Xun Zhou 179 0 0 21 Apr 2025
DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution Miaomiao Cai Simiao Li Wei Li X. Y. Huang Hanting Chen Jie Hu Yunhe Wang 32 0 0 21 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Wenbo Zhang OffRL 31 0 0 21 Apr 2025
A General Infrastructure and Workflow for Quadrotor Deep Reinforcement Learning and Reality Deployment K. Huang Han Wang Yu-Juan Luo Jingyu Chen Jintao Chen Xiangkui Zhang Xiangyang Ji Huaping Liu 33 0 0 21 Apr 2025
In-context Ranking Preference Optimization Junda Wu Rohan Surana Zhouhang Xie Yiran Shen Yu Xia Tong Yu Ryan Rossi Prithviraj Ammanabrolu Julian McAuley 40 0 0 21 Apr 2025
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 172 3 0 21 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 63 1 0 21 Apr 2025
Dynamic Legged Ball Manipulation on Rugged Terrains with Hierarchical Reinforcement Learning Dongjie Zhu Zhuo Yang Tianhang Wu Luzhou Ge X. Li Qi Liu Xuzhao Li 29 0 0 21 Apr 2025
Relation-R1: Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relational Comprehension Lin Li Wei Chen Jiahui Li Lu Chen LRM 48 1 0 20 Apr 2025
Surrogate Fitness Metrics for Interpretable Reinforcement Learning Philipp Altmann Céline Davignon Maximilian Zorn Fabian Ritz Claudia Linnhoff-Popien Thomas Gabor 29 0 0 20 Apr 2025
Deep Reinforcement Learning for Investor-Specific Portfolio Optimization: A Volatility-Guided Asset Selection Approach Arishi Orra Aryan Bhambu Himanshu Choudhary Manoj Thakur Selvaraju Natarajan 14 0 0 20 Apr 2025
Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction Wenke Xia Ruoxuan Feng Dong Wang Di Hu 32 0 0 20 Apr 2025
Exposing the Copycat Problem of Imitation-based Planner: A Novel Closed-Loop Simulator, Causal Benchmark and Joint IL-RL Baseline Hui Zhou Shaoshuai Shi Hongsheng Li OffRL 32 0 0 20 Apr 2025
Direct Advantage Regression: Aligning LLMs with Online AI Reward Li He He Zhao Stephen Wan Dadong Wang Lina Yao Tongliang Liu 38 0 0 19 Apr 2025
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 183 0 0 19 Apr 2025
Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization Shouwei Ruan Zhenyu Wu Yao Huang Ruochen Zhang Yitong Sun Caixin Kang Xingxing Wei EGVM 53 0 0 19 Apr 2025
Improving RL Exploration for LLM Reasoning through Retrospective Replay Shihan Dou Muling Wu Jingwen Xu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang OffRL LRM 32 0 0 19 Apr 2025
Quantum-Enhanced Reinforcement Learning for Power Grid Security Assessment Benjamin M. Peter Mert Korkali 29 0 0 19 Apr 2025
Optimal Lattice Boltzmann Closures through Multi-Agent Reinforcement Learning Paul Fischer Sebastian Kaltenbach Sergey Litvinov Sauro Succi Petros Koumoutsakos AI4CE 31 0 0 19 Apr 2025
Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning Jiyuan Shi Xinzhe Liu Dewei Wang Ouyang Lu Sören Schwertfeger Fuchun Sun Chenjia Bai X. Li 47 0 0 19 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 61 13 0 18 Apr 2025
Hysteresis-Aware Neural Network Modeling and Whole-Body Reinforcement Learning Control of Soft Robots Zhengzhang Chen Yan Xia Jiayuan Liu Jijia Liu Wenhao Tang ... Hongen Liao Yu-Ping Wang Chao Yu Boyu Zhang Fei Xing 24 0 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 39 0 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 27 0 0 18 Apr 2025
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 57 0 0 18 Apr 2025
Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning Yixuan Even Xu Yash Savani Fei Fang Zico Kolter OffRL 42 2 0 18 Apr 2025
Recursive Deep Inverse Reinforcement Learning Paul Ghanem Michael Potter Owen Howell Pau Closas A. Ramezani Deniz Erdogmus Tales Imbiriba 32 0 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 86 0 0 17 Apr 2025
UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control Yunsheng Wu Korrawe Karunratanakul Zhengyi Luo Siyu Tang DiffM VGen AI4CE 52 0 0 17 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 45 0 0 17 Apr 2025
TraCeS: Trajectory Based Credit Assignment From Sparse Safety Feedback Siow Meng Low Akshat Kumar 48 0 0 17 Apr 2025
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation Xiangyan Liu Jinjie Ni Zijian Wu Chao Du Longxu Dou Haoran Wang Tianyu Pang Michael Shieh OffRL LRM 188 0 0 17 Apr 2025
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment Xiaotian Zhang Ruizhe Chen Yang Feng Zuozhu Liu 45 0 0 17 Apr 2025
Evolutionary Policy Optimization Zelal Su "Lain" Mustafaoglu Keshav Pingali Risto Miikkulainen 31 0 0 17 Apr 2025
Energy-Based Reward Models for Robust Language Model Alignment Anamika Lochab Ruqi Zhang 179 0 0 17 Apr 2025
Aligning Constraint Generation with Design Intent in Parametric CAD Evan Casey Tianyu Zhang Shu Ishida John Roger Thompson Amir Hosein Khasahmadi Joseph George Lambourne P. Jayaraman K. Willis 38 0 0 17 Apr 2025
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Elahe Khatibi Ziyu Wang Amir M. Rahmani 48 0 0 17 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 45 1 0 17 Apr 2025
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild Jonas Myhre Schiøtt Viktor Sebastian Petersen Dimitrios P. Papadopoulos VLM 35 0 0 16 Apr 2025
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization Pritam Sarkar Ali Etemad 38 0 0 16 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 192 0 0 16 Apr 2025
R-Meshfusion: Reinforcement Learning Powered Sparse-View Mesh Reconstruction with Diffusion Priors Haoyang Wang Liming Liu Peiheng Wang Junlin Hao Jiangkai Wu Xinggong Zhang 26 0 0 16 Apr 2025