Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 6,857 papers shown

Title
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
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
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
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
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
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
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 192 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
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 31 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
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
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 21 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
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
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 26 1 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
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
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
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
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
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
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 188 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
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
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
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
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 194 1 0 17 Apr 2025
Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management Stefano Genetti Alberto Longobardi Giovanni Iacca 55 0 0 16 Apr 2025
Evaluating the Diversity and Quality of LLM Generated Content Alexander Shypula Shuo Li Botong Zhang Vishakh Padmakumar Kayo Yin Osbert Bastani 53 1 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 201 0 0 16 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
ToolRL: Reward is All Tool Learning Needs Cheng Qian Emre Can Acikgoz Qi He Hongru Wang Xiusi Chen Dilek Hakkani-Tur Gokhan Tur Heng Ji OffRL LRM 38 7 0 16 Apr 2025
GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision Zihui Zhang Yafei Yang Hongtao Wen Bo Yang 3DPC 45 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
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 37 1 0 16 Apr 2025
Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime Thorben Markmann Michiel Straat Sebastian Peitz Barbara Hammer AI4CE 38 0 0 16 Apr 2025
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning Siyan Zhao Devaansh Gupta Qinqing Zheng Aditya Grover DiffM LRM AI4CE 50 2 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
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Feiyu Xiong Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 31 1 0 15 Apr 2025
Data driven approach towards more efficient Newton-Raphson power flow calculation for distribution grids Shengyuan Yan Farzad Vazinram Zeynab Kaseb Lindsay Spoor Jochen Stiasny ... Amirhossein Heydarian Ardakani Ugochukwu Orji Pedro P. Vergara Yu Xiang Jerry Guo 39 1 0 15 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian Xueliang Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 67 6 0 15 Apr 2025
Measures of Variability for Risk-averse Policy Gradient Yudong Luo Yangchen Pan Jiaqi Tan Pascal Poupart 45 0 0 15 Apr 2025
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Wei Xiong Jiarui Yao Yuhui Xu Bo Pang Lei Wang ... Junnan Li Nan Jiang Tong Zhang Caiming Xiong Hanze Dong OffRL LRM 48 10 0 15 Apr 2025
A Rollout-Based Algorithm and Reward Function for Efficient Resource Allocation in Business Processes Jeroen Middelhuis Z. Bukhsh Ivo Adan R. Dijkman 29 0 0 15 Apr 2025
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites Divyansh Garg Shaun VanWeelden Diego Caples Andis Draguns Nikil Ravi ... Youngchul Joo Jindong Gu Charles London Christian Schroeder de Witt S. Motwani 47 1 0 15 Apr 2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Jiazhan Feng Shijue Huang Xingwei Qu Ge Zhang Yujia Qin Baoquan Zhong Chengquan Jiang Jinxin Chi Wanjun Zhong OffRL ReLM SyDa KELM LRM 59 8 0 15 Apr 2025
Deep Reasoning Translation via Reinforcement Learning Jiaan Wang Fandong Meng Jie Zhou OffRL LRM 33 0 0 14 Apr 2025