Proximal Policy Optimization Algorithms

20 July 2017

Papers citing "Proximal Policy Optimization Algorithms"

50 / 7,044 papers shown

Title
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data Yuhang Zhou Jing Zhu Shengyi Qian Zhuokai Zhao Xiyao Wang Xiaoyu Liu Ming Li Paiheng Xu Wei Ai Furong Huang 27 0 0 21 May 2025
Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems Christian Walder Deep Karkhanis OffRL 17 0 0 21 May 2025
Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment Weixiang Zhao Xingyu Sui Yulin Hu Jiahe Guo Haixiao Liu Biye Li Yanyan Zhao Bing Qin Ting Liu OffRL 26 0 0 21 May 2025
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning Yurun Yuan Fan Chen Zeyu Jia Alexander Rakhlin Tengyang Xie OffRL 36 0 0 21 May 2025
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving Zhehuai Chen Bo Leng Zhuoren Li Hanming Deng Guizhe Jin Ran Yu Huanxi Wen 24 0 0 21 May 2025
GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning Yingbo Luo Meibao Yao Xueming Xiao 27 0 0 21 May 2025
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities Jinyang Wu Chonghua Liao Mingkuan Feng Shuai Zhang Zhengqi Wen Pengpeng Shao Huazhe Xu Jianhua Tao OffRL LRM 19 0 0 21 May 2025
A Temporal Difference Method for Stochastic Continuous Dynamics Haruki Settai Naoya Takeishi Takehisa Yairi 12 0 0 21 May 2025
MMaDA: Multimodal Large Diffusion Language Models Ling Yang Ye Tian Bowen Li Xinchen Zhang Ke Shen Yunhai Tong Mengdi Wang VLM LRM 41 0 0 21 May 2025
lmgame-Bench: How Good are LLMs at Playing Games? Lanxiang Hu Mingjia Huo Yu Zhang Haoyang Yu Eric P. Xing Ion Stoica Tajana Rosing Haojian Jin Hao Zhang 22 0 0 21 May 2025
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning Shivam Agarwal Zimin Zhang Lifan Yuan Jiawei Han Hao Peng 22 0 0 21 May 2025
Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning Zhe Xu Cheng Jin Yihui Wang Ziyi Liu Hao Chen 9 0 0 21 May 2025
AnyBody: A Benchmark Suite for Cross-Embodiment Manipulation Meenal Parakh Alexandre Kirchmeyer Beining Han Jia Deng LM&Ro 21 0 0 21 May 2025
AM-PPO: (Advantage) Alpha-Modulation with Proximal Policy Optimization Soham Sane 12 0 0 21 May 2025
Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision Eric Hanchen Jiang Haozheng Luo Shengyuan Pang Xiaomin Li Zhenting Qi ... Zongyu Lin Xinfeng Li Hao Xu Kai-Wei Chang Ying Nian Wu LRM 18 0 0 21 May 2025
Hadamax Encoding: Elevating Performance in Model-Free Atari Jacob E. Kooi Zhao Yang Vincent François-Lavet 27 0 0 21 May 2025
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners Weixiang Zhao Jiahe Guo Yang Deng Tongtong Wu Wenxuan Zhang ... Yanyan Zhao Wanxiang Che Bing Qin Tat-Seng Chua Ting Liu LRM 21 0 0 21 May 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Xiaoyun Zhang Jingqing Ruan Xing Ma Yawen Zhu Haodong Zhao Hao Li Jiansong Chen Ke Zeng Xunliang Cai LRM 27 0 0 21 May 2025
Human in the Loop Adaptive Optimization for Improved Time Series Forecasting Malik Tiomoko Hamza Cherkaoui Giuseppe Paolo Zhang Yili Yu Meng Zhang Keli Hafiz Tiomoko Ali AI4TS AI4CE 22 0 0 21 May 2025
Solving Normalized Cut Problem with Constrained Action Space Qize Jiang Linsey Pang Alice Gatti Mahima Aggarwa Giovanna Vantin Xiaosong Ma Weiwei Sun Sanjay Chawla AI4CE 22 0 0 20 May 2025
Safety Subspaces are Not Distinct: A Fine-Tuning Case Study Kaustubh Ponkshe Shaan Shah Raghav Singhal Praneeth Vepakomma 19 0 0 20 May 2025
s3: You Don't Need That Much Data to Train a Search Agent via RL Pengcheng Jiang Xueqiang Xu Jiacheng Lin Jinfeng Xiao Zifeng Wang Jimeng Sun Jiawei Han OffRL RALM AI4TS LRM 31 0 0 20 May 2025
SHARP: Synthesizing High-quality Aligned Reasoning Problems for Large Reasoning Models Reinforcement Learning Xiong Jun Wu Zhenduo Zhang ZuJie Wen Zhiqiang Zhang Wang Ren ... Cai Chen Deng Zhao Dingnan Jin Qing Cui Jun Zhou LRM 14 0 0 20 May 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders Agam Goyal Vedant Rathi William Yeh Yian Wang Yuen Chen Hari Sundaram 22 0 0 20 May 2025
Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models Wenhui Zhu Xuanzhao Dong Xin Li Peijie Qiu Xiwen Chen Abolfazl Razi Aris Sotiras Yi Su Yalin Wang OffRL LM&MA 34 0 0 20 May 2025
The Hallucination Tax of Reinforcement Finetuning Linxin Song Taiwei Shi Jieyu Zhao HILM LRM 16 0 0 20 May 2025
ThinkSwitcher: When to Think Hard, When to Think Fast Guosheng Liang Longguang Zhong Ziyi Yang Xiaojun Quan LRM 20 0 0 20 May 2025
Self-Evolving Curriculum for LLM Reasoning Xiaoyin Chen Jiarui Lu Minsu Kim Dinghuai Zhang Jian Tang Alexandre Piché Nicolas Angelard-Gontier Yoshua Bengio Ehsan Kamalloo ReLM LRM 38 0 0 20 May 2025
NavBench: A Unified Robotics Benchmark for Reinforcement Learning-Based Autonomous Navigation Matteo El Hariry Antoine Richard Ricard M. Castan Luis F W Batista Matthieu Geist C´edric Pradalier Miguel Olivares-Mendez OffRL 19 0 0 20 May 2025
Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning Zhaohui Yang Shilei Jiang Chen Hu Linjing Li Shihong Deng D. Jiang OffRL 22 0 0 20 May 2025
Toward Embodied AGI: A Review of Embodied AI and the Road Ahead Yequan Wang Aixin Sun LM&Ro AI4CE 14 0 0 20 May 2025
Think-J: Learning to Think for Generative LLM-as-a-Judge Hui Huang Yancheng He Hongli Zhou Rui Zhang Wei Liu Weixun Wang Wenbo Su Bo Zheng Jiaheng Liu LLMAG AILaw ELM LRM 17 0 0 20 May 2025
Toward Real-World Cooperative and Competitive Soccer with Quadrupedal Robot Teams Zhi Su Yuman Gao Emily Lukas Yunfei Li Jiaze Cai ... Fei Gao Chao Yu Zhongyu Li Yi Wu Koushil Sreenath 17 0 0 20 May 2025
APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight Wanjing Huang Weixiang Yan Zhen Zhang Ambuj Singh LRM 17 0 0 20 May 2025
Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks Kamal Singh Sami Marouani Ahmad Al Sheikh Pham Tran Anh Quang Amaury Habrard 7 0 0 20 May 2025
Preference Learning with Lie Detectors can Induce Honesty or Evasion Chris Cundy Adam Gleave 7 0 0 20 May 2025
AAPO: Enhance the Reasoning Capabilities of LLMs with Advantage Momentum Jian Xiong Jingbo Zhou Jingyong Ye Dejing Dou LRM 28 0 0 20 May 2025
KIPPO: Koopman-Inspired Proximal Policy Optimization Andrei Cozma Landon Harris Hairong Qi 7 0 0 20 May 2025
InfiFPO: Implicit Model Fusion via Preference Optimization in Large Language Models Yanggan Gu Zhaoyi Yan Yuanyi Wang Yiming Zhang Qi Zhou Fei Wu Hongxia Yang 12 0 0 20 May 2025
RLVR-World: Training World Models with Reinforcement Learning Jialong Wu Shaofeng Yin Ningya Feng Mingsheng Long OffRL VGen 17 0 0 20 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 34 0 0 19 May 2025
Composing Dextrous Grasping and In-hand Manipulation via Scoring with a Reinforcement Learning Critic Lennart Röstel Dominik Winkelbauer Johannes Pitz Leon Sievers Berthold Bäuml 7 0 0 19 May 2025
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Hengli Li Chenxi Li Tong Wu Xuekai Zhu Yuxuan Wang ... Eric Hanchen Jiang Song-Chun Zhu Zixia Jia Ying Nian Wu Zilong Zheng LRM 22 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 32 0 0 19 May 2025
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning Jiayu Chen Aravind Venugopal Jeff Schneider OffRL 25 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 27 0 0 19 May 2025
Thinking Short and Right Over Thinking Long: Serving LLM Reasoning Efficiently and Accurately Yuhang Wang Youhe Jiang Bin Cui Fangcheng Fu LRM 17 0 0 19 May 2025
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 26 0 0 19 May 2025
Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning Wei-Chen Liao Ti-Rong Wu I-Chen Wu 24 0 0 19 May 2025
Dribble Master: Learning Agile Humanoid Dribbling Through Legged Locomotion Zhuoheng Wang Jinyin Zhou Qi Wu 27 0 0 19 May 2025