Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 6,730 papers shown

Title
ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving Haoyuan Wu Xueyi Chen Rui Ming Jilong Gao Shoubo Hu Zhuolun He Bei Yu LRM 19 0 0 19 May 2025
Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning Wei-Chen Liao Ti-Rong Wu I-Chen Wu 12 0 0 19 May 2025
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization Sunghwan Kim Dongjin Kang Taeyoon Kwon Hyungjoo Chae Dongha Lee Jinyoung Yeo ALM 2 0 0 19 May 2025
Action-Dependent Optimality-Preserving Reward Shaping Grant C. Forbes Jianxun Wang Leonardo Villalobos-Arias Arnav Jhala David L. Roberts OffRL 12 0 0 19 May 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation Jiyuan Pei Yi Mei Jialin Liu Mengjie Zhang 7 0 0 19 May 2025
Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs Zhuo Yang Lingli Ge Dong Han Tianfan Fu Yuqiang Li 22 0 0 19 May 2025
On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding Haoyuan Wu Rui Ming Jilong Gao Hangyu Zhao Xueyi Chen Yikai Yang Haisheng Zheng Zhuolun He Bei Yu 13 0 0 19 May 2025
HIL: Hybrid Imitation Learning of Diverse Parkour Skills from Videos Jiadong Wang Yifeng Jiang Haotian Zhang Chen Tessler Davis Rempe Jessica Hodgins Xue Bin Peng 7 0 0 19 May 2025
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation Haiquan Wen Yiwei He Zhenglin Huang Tianxiao Li Zihan YU Xingru Huang Lu Qi Baoyuan Wu Xuelong Li Guangliang Cheng VGen 9 0 0 19 May 2025
Multi-parameter Control for the (1+( $λ$ , $λ$ ))-GA on OneMax via Deep Reinforcement Learning Tai Nguyen Phong Le Carola Doerr Nguyen Dang 9 0 0 19 May 2025
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach Hao Fang Kai Huang Hao Ye Chongtao Guo Le Liang Xiao Li Shi Jin 9 0 0 19 May 2025
Dribble Master: Learning Agile Humanoid Dribbling Through Legged Locomotion Zhuoheng Wang Jinyin Zhou Qi Wu 9 0 0 19 May 2025
DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization Gang Li Ming Lin Tomer Galanti Zhengzhong Tu Tianbao Yang 9 0 0 18 May 2025
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization Minghan Chen Guikun Chen Wenguan Wang Yi Yang 12 0 0 18 May 2025
Design of a 3-DOF Hopping Robot with an Optimized Gearbox: An Intermediate Platform Toward Bipedal Robots Jonghun Choe Gijeong Kim Hajun Kim Dongyun Kang Min-Su Kim Hae-Won Park 2 0 0 18 May 2025
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection Yang Zhao Kai Xiong Xiao Ding Li Du YangouOuyang ... Feiyu Xiong Bin Liu Dong Hu Bing Qin Ting Liu OffRL 4 0 0 18 May 2025
Observe-R1: Unlocking Reasoning Abilities of MLLMs with Dynamic Progressive Reinforcement Learning Zirun Guo Minjie Hong Tao Jin OffRL LRM 9 0 0 18 May 2025
UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning Longxi Gao Li Zhang Mengwei Xu 2 0 0 18 May 2025
Enriching Patent Claim Generation with European Patent Dataset Lekang Jiang Chengzu Li Stephan Goetz 7 0 0 18 May 2025
Multi-CALF: A Policy Combination Approach with Statistical Guarantees Georgiy Malaniya Anton Bolychev Grigory Yaremenko Anastasia Krasnaya Pavel Osinenko 2 0 0 18 May 2025
A universal policy wrapper with guarantees Anton Bolychev Georgiy Malaniya Grigory Yaremenko Anastasia Krasnaya Pavel Osinenko OffRL 7 0 0 18 May 2025
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning Xinbin Yuan Jian Zhang K. Li Zhuoxuan Cai Lujian Yao ... Enguang Wang Qibin Hou Jinwei Chen Peng-Tao Jiang Bo Li 4 0 0 18 May 2025
Table-R1: Region-based Reinforcement Learning for Table Understanding Zhenhe Wu Jian Yang Jiaheng Liu Xianjie Wu Changzai Pan Jie Zhang Yu Zhao Shuangyong Song Yongxiang Li Zhoujun Li LMTD LRM 2 0 0 18 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Boyi Liu Yuanfeng Song Dun Zeng Yingxiang Yang Yi Zhan Longjie Cui Xiaoming Yin Yang Sun 4 0 0 18 May 2025
SAINT: Attention-Based Modeling of Sub-Action Dependencies in Multi-Action Policies Matthew Landers Taylor W. Killian Thomas Hartvigsen Afsaneh Doryab 2 0 0 17 May 2025
Growable and Interpretable Neural Control with Online Continual Learning for Autonomous Lifelong Locomotion Learning Machines Arthicha Srisuchinnawong Poramate Manoonpong CLL LRM 2 0 0 17 May 2025
VeriReason: Reinforcement Learning with Testbench Feedback for Reasoning-Enhanced Verilog Generation Yiting Wang Guoheng Sun Wanghao Ye Gang Qu Ang Li OffRL 3DV LRM VLM 7 0 0 17 May 2025
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment Siliang Zeng Quan Wei William Brown Oana Frunza Yuriy Nevmyvaka Mingyi Hong LRM 7 0 0 17 May 2025
PROBE: Proprioceptive Obstacle Detection and Estimation while Navigating in Clutter Dhruv Metha Ramesh Aravind Sivaramakrishnan Shreesh Keskar Kostas E. Bekris Jingjin Yu Abdeslam Boularias 2 0 0 17 May 2025
JULI: Jailbreak Large Language Models by Self-Introspection Jesson Wang Zhanhao Hu David Wagner 4 0 0 17 May 2025
Integrating Model-based Control and RL for Sim2Real Transfer of Tight Insertion Policies Isidoros Marougkas Dhruv Metha Ramesh Joe H. Doerr Edgar Granados Aravind Sivaramakrishnan Abdeslam Boularias Kostas E. Bekris OffRL 2 0 0 17 May 2025
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning Yuqi Liu Tianyuan Qu Zhisheng Zhong Bohao Peng Shu Liu Bei Yu Jiaya Jia VLM LRM 25 0 0 17 May 2025
CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World Zoya Volovikova G. Gorbov Petr Kuderov Aleksandr I. Panov A. Skrynnik 4 0 0 17 May 2025
CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction Jing Zou Qingqiu Li Chenyu Lian Lihao Liu Xiaohan Yan Shujun Wang Jing Qin VLM 2 0 0 17 May 2025
Master Rules from Chaos: Learning to Reason, Plan, and Interact from Chaos for Tangram Assembly Chao Zhao Chunli Jiang Lifan Luo Guanlan Zhang Hongyu Yu Michael Yu Wang Qifeng Chen LRM 2 0 0 17 May 2025
Bench-NPIN: Benchmarking Non-prehensile Interactive Navigation Ninghan Zhong Steven Caro Avraiem Iskandar Megnath Ramesh Stephen L. Smith 2 0 0 17 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Junfeng Fang Hengxing Cai An Zhang Xinbing Wang ReLM LRM 36 0 0 16 May 2025
Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions Kehan Long Jorge Cortés Nikolay Atanasov 9 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 2 0 0 16 May 2025
Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO Peter Chen Xiaopeng Li Zhiyu Li Xi Chen Tianyi Lin 9 0 0 16 May 2025
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 22 0 0 16 May 2025
Exploration by Random Distribution Distillation Zhirui Fang Kai Yang Jian Tao Jiafei Lyu Lusong Li Li Shen Xiu Li 12 0 0 16 May 2025
Improving Assembly Code Performance with Large Language Models via Reinforcement Learning Anjiang Wei Tarun Suresh Huanmi Tan Yinglun Xu Gagandeep Singh Alex Aiken Alex Aiken 7 0 0 16 May 2025
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models Sagnik Mukherjee Lifan Yuan Dilek Hakkani-Tur Hao Peng 7 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 12 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 14 0 0 16 May 2025
BLEUBERI: BLEU is a surprisingly effective reward for instruction following Yapei Chang Yekyung Kim Michael Krumdick Amir Zadeh Chuan Li Chris Tanner Mohit Iyyer ALM 22 0 0 16 May 2025
Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP Francesco Sovrano 19 0 0 16 May 2025
HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages Zihan Wang Jiaqi Zeng Olivier Delalleau Hoo-Chang Shin Felipe Soares Alexander Bukharin Ellie Evans Yi Dong Oleksii Kuchaiev 22 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 14 0 0 16 May 2025