Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 7,062 papers shown

Title
Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics Conor F. Hayes Felipe Leno Da Silva Jiachen Yang T. Nathan Mundhenk Chak Shing Lee ... Ahmet Can Solak Thomas Desautels Daniel Faissol Brenden K. Petersen Mikel Landajuela 28 0 0 16 May 2025
Meta-World+: An Improved, Standardized, RL Benchmark Reginald McLean Evangelos Chatzaroulas Luc McCutcheon Frank Röder Tianhe Yu ... Ryan Julian Jordan Terry Isaac Woungang Nariman Farsad Pablo Samuel Castro OffRL 21 0 0 16 May 2025
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models Fu-Yun Wang Yunhao Shui Jingtan Piao Keqiang Sun Hongsheng Li 34 0 0 16 May 2025
Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Lang Feng Jiahao Lin Dong Xing Li Zhang De Ma Gang Pan 42 0 0 16 May 2025
REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning Pawin Taechoyotin Daniel Acuna LRM 27 0 0 16 May 2025
Explaining Strategic Decisions in Multi-Agent Reinforcement Learning for Aerial Combat Tactics Ardian Selmonaj Alessandro Antonucci Adrian Schneider Michael Rüegsegger Matthias Sommer 32 0 0 16 May 2025
Exploration by Random Distribution Distillation Zhirui Fang Kai Yang Jian Tao Jiafei Lyu Lusong Li Li Shen Xiu Li 19 0 0 16 May 2025
Unifying Segment Anything in Microscopy with Multimodal Large Language Model Manyu Li Ruian He Zixian Zhang Weimin Tan Bo Yan VLM 24 0 0 16 May 2025
Tool-Aided Evolutionary LLM for Generative Policy Toward Efficient Resource Management in Wireless Federated Learning Chongyang Tan Ruoqi Wen Rongpeng Li Zhifeng Zhao Ekram Hossain Honggang Zhang 34 0 0 16 May 2025
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Zijia Liu Peixuan Han Haofei Yu Haoru Li Jiaxuan You AI4TS LRM 29 0 0 16 May 2025
Towards Self-Improvement of Diffusion Models via Group Preference Optimization Renjie Chen Wenfeng Lin Yichen Zhang Jiangchuan Wei Boyuan Liu Chao Feng Jiao Ran Mingyu Guo 27 0 0 16 May 2025
Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO Peter Chen Xiaopeng Li Zhiyu Li Xi Chen Tianyi Lin 24 0 0 16 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Sihang Li Hengxing Cai An Zhang Xiang Wang ReLM LRM 41 0 0 16 May 2025
HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages Junyao Xing Jiaqi Zeng Olivier Delalleau Hoo-Chang Shin Felipe Soares Alexander Bukharin Ellie Evans Yi Dong Oleksii Kuchaiev 34 0 0 16 May 2025
LD-Scene: LLM-Guided Diffusion for Controllable Generation of Adversarial Safety-Critical Driving Scenarios Mingxing Peng Yuting Xie Xusen Guo Ruoyu Yao Hai Yang Jun Ma 19 0 0 16 May 2025
Reinforcement Learning for AMR Charging Decisions: The Impact of Reward and Action Space Design Janik Bischoff Alexandru Rinciog Anne Meyer OffRL 22 0 0 16 May 2025
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search Rui Liu Rui Xie Zijun Yao Yanjie Fu Dongjie Wang 12 0 0 16 May 2025
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations Wenrui Cai Chengyu Wang Junbing Yan Jun Huang Xiangzhong Fang LRM 24 0 0 16 May 2025
Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation Donghoon Lee Tung M. Luu Younghwan Lee Chang D. Yoo OffRL VLM 34 0 0 16 May 2025
Scalability of Reinforcement Learning Methods for Dispatching in Semiconductor Frontend Fabs: A Comparison of Open-Source Models with Real Industry Datasets Patrick Stöckermann Henning Südfeld Alessandro Immordino Thomas Altenmüller Marc Wegmann Martin Gebser Konstantin Schekotihin Georg Seidel Chew Wye Chan Fei Fei Zhang OffRL 22 0 0 16 May 2025
Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots Huiqiao Fu Haoyu Dong Wentao Xu Zhehao Zhou Guizhou Deng Kaiqiang Tang D. Dong Chunlin Chen 29 0 0 15 May 2025
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen Wanqi Yin Xiaofeng Yang Cheng Chen Chaoyue Song Zhongang Cai Lei Yang Hao Wang Guosheng Lin 49 0 0 15 May 2025
APEX: Action Priors Enable Efficient Exploration for Skill Imitation on Articulated Robots Shivam Sood Laukik B Nakhwa Yuhong Cao Sun Ge Guillaume Sartoretti 28 0 0 15 May 2025
Infinigen-Sim: Procedural Generation of Articulated Simulation Assets Abhishek Joshi Beining Han Jack Nugent Yiming Zuo Jing Liu ... Tao Sun Alexander Raistrick Gaowen Liu Yi Shao Jia Deng VGen 39 0 0 15 May 2025
Decomposed Inductive Procedure Learning: Learning Academic Tasks with Human-Like Data Efficiency Daniel Weitekamp Christopher MacLellan Erik Harpstead Kenneth R. Koedinger 38 0 0 15 May 2025
Evaluating Robustness of Deep Reinforcement Learning for Autonomous Surface Vehicle Control in Field Tests Luis F W Batista Stéphanie Aravecchia Seth Hutchinson C´edric Pradalier 38 0 0 15 May 2025
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models Zemin Huang Zhiyang Chen Zijun Wang Tiancheng Li Guo-Jun Qi DiffM LRM AI4CE 40 0 0 15 May 2025
WavReward: Spoken Dialogue Models With Generalist Reward Evaluators Shengpeng Ji Tianle Liang Yongqian Li Jialong Zuo Minghui Fang ... Xize Cheng Siqi Zheng Jin Xu Junyang Lin Zhou Zhao AuLLM ALM 43 0 0 14 May 2025
InvDesFlow-AL: Active Learning-based Workflow for Inverse Design of Functional Materials Xiao-Qi Han Peng-Jie Guo Ze-Feng Gao Hao Sun Zhong-Yi Lu AI4CE 38 0 0 14 May 2025
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model George Andriopoulos Soyuj Jung Basnet Juan Guevara Li Guo Keith Ross 42 0 0 14 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zhengyang Liang RALM LRM 45 0 0 14 May 2025
CEC-Zero: Chinese Error Correction Solution Based on LLM Sophie Zhang Zhiming Lin 36 0 0 14 May 2025
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures Chenggang Zhao Chengqi Deng Chong Ruan Damai Dai Huazuo Gao ... Wenfeng Liang Ying He Yun Wang Yuxuan Liu Y. X. Wei MoE 41 0 0 14 May 2025
Omni-R1: Do You Really Need Audio to Fine-Tune Your Audio LLM? Andrew Rouditchenko Saurabhchand Bhati Edson Araujo Samuel Thomas Hilde Kuehne Rogerio Feris James R. Glass AuLLM VLM 49 0 0 14 May 2025
LaDi-WM: A Latent Diffusion-based World Model for Predictive Manipulation Yuhang Huang JIazhao Zhang SHilong Zou Xinwang Liu Ruizhen Hu Kai Xu 27 0 0 13 May 2025
Reinforcement Learning meets Masked Video Modeling : Trajectory-Guided Adaptive Token Selection Ayush K. Rai Kyle Min Tarun Krishna Feiyan Hu Alan F. Smeaton Noel E. O'Connor VGen 36 0 0 13 May 2025
Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning Ardian Selmonaj Oleg Szehr Giacomo Del Rio Alessandro Antonucci Adrian Schneider Michael Rüegsegger 34 0 0 13 May 2025
AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale Yunjie Ji Xiaoyu Tian Sitong Zhao Haotian Wang Shuaiting Chen Yiping Peng Han Zhao Xiangang Li ReLM LRM VLM 56 1 0 13 May 2025
Deep reinforcement learning-based longitudinal control strategy for automated vehicles at signalised intersections Pankaj Kumar Aditya Mishra Pranamesh Chakraborty Subrahmanya Swamy Peruru 37 0 0 13 May 2025
Generalization in Monitored Markov Decision Processes (Mon-MDPs) Montaser Mohammedalamen Michael Bowling 34 0 0 13 May 2025
MA-ROESL: Motion-aware Rapid Reward Optimization for Efficient Robot Skill Learning from Single Videos Xinyu Wang Xinming Zhang Yanjun Chen Xiaoyu Shen Wei Zhang 29 0 0 13 May 2025
Detecting Prefix Bias in LLM-based Reward Models Ashwin Kumar Yuzi He Aram H. Markosyan Bobbie Chern Imanol Arrieta-Ibarra 17 0 0 13 May 2025
Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning Muhammad Saqib Dipkumar Mehta Fnu Yashu Shubham Malhotra 29 0 0 13 May 2025
Monte Carlo Beam Search for Actor-Critic Reinforcement Learning in Continuous Control Hazim Alzorgan Abolfazl Razi 39 0 0 13 May 2025
Parameter Estimation using Reinforcement Learning Causal Curiosity: Limits and Challenges Miguel Arana-Catania Weisi Guo CML 35 0 0 13 May 2025
Scaling Multi Agent Reinforcement Learning for Underwater Acoustic Tracking via Autonomous Vehicles Matteo Gallici Ivan Masmitja Mario Martin OffRL 31 0 0 13 May 2025
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning Xinyue Wang Zhen Zhang OffRL CML 37 0 0 13 May 2025
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation Enci Zhang Xingang Yan Wei Lin Tianxiang Zhang Qianchun Lu LRM 35 0 0 13 May 2025
InfoPO: On Mutual Information Maximization for Large Language Model Alignment Teng Xiao Zhen Ge Sujay Sanghavi Tian Wang Julian Katz-Samuels Marc Versage Qingjun Cui Trishul Chilimbi 31 0 0 13 May 2025
Reinforcement Learning-based Fault-Tolerant Control for Quadrotor with Online Transformer Adaptation Dohyun Kim Jayden Dongwoo Lee Hyochoong Bang Jungho Bae 41 0 0 13 May 2025