Prioritized Experience Replay

18 November 2015

David Silver

Papers citing "Prioritized Experience Replay"

50 / 1,441 papers shown

Title
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 25 0 0 20 May 2025
Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games Jinming Zhang Yunfei Long LLMAG 12 0 0 18 May 2025
Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents Diksha Goel Kristen Moore Jeff Wang Minjune Kim Thanh Thi Nguyen AAML 2 0 0 16 May 2025
Reinforcement Learning for Game-Theoretic Resource Allocation on Graphs Zijian An Lifeng Zhou 31 0 0 08 May 2025
Understand the Effect of Importance Weighting in Deep Learning on Dataset Shift Thien Nhan Vo Thanh Xuan Truong 31 0 0 06 May 2025
Unraveling the Rainbow: can value-based methods schedule? Arthur Corrêa Alexandre Jesus Cristóvão Silva Samuel Moniz OffRL 40 0 0 06 May 2025
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning Caleb Chuck Fan Feng Carl Qi Chang Shi Siddhant Agarwal Amy Zhang S. Niekum 47 0 0 06 May 2025
Enhancing New-item Fairness in Dynamic Recommender Systems Huizhong Guo Zhu Sun Donghai Hong Tianjun Wei Jinfeng Li Jie Zhang 34 0 0 30 Apr 2025
Interactive Double Deep Q-network: Integrating Human Interventions and Evaluative Predictions in Reinforcement Learning of Autonomous Driving Alkis Sygkounas Ioannis Athanasiadis A. Persson M. Felsberg Amy Loutfi OffRL 33 0 0 28 Apr 2025
Cracking the Code of Action: a Generative Approach to Affordances for Reinforcement Learning Lynn Cherif Flemming Kondrup David Venuto Ankit Anand Doina Precup Khimya Khetarpal LM&Ro 54 0 0 24 Apr 2025
Noise-Tolerant Coreset-Based Class Incremental Continual Learning Edison Mucllari Aswin Raghavan Z. Daniels CLL NoLa 221 0 0 23 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
Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning Yixuan Even Xu Yash Savani Fei Fang Zico Kolter OffRL 44 2 0 18 Apr 2025
Next-Future: Sample-Efficient Policy Learning for Robotic-Arm Tasks Fikrican Özgür René Zurbrugg Suryansh Kumar 35 0 0 15 Apr 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement Junfeng Fang Zheng Yang Chao Feng Hongjin Lu Linjie Li Chung-Ching Lin Kevin Qinghong Lin Furong Huang Lijuan Wang OODD ReLM VLM LRM 69 1 0 10 Apr 2025
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Haozhe Wang Chao Qu Zuming Huang Wei Chu Fangzhen Lin Wenhu Chen OffRL ReLM SyDa LRM VLM 80 2 0 10 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems Zhuoli Zhuang Cheng-You Lu Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 35 0 0 08 Apr 2025
Momentum Boosted Episodic Memory for Improving Learning in Long-Tailed RL Environments Dolton Fernandes Pramod Kaushik Harsh Shukla Bapi Raju Surampudi 21 0 0 08 Apr 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning Anja Surina Amin Mansouri Lars Quaedvlieg Amal Seddas Maryna Viazovska Emmanuel Abbe Çağlar Gülçehre 38 1 0 07 Apr 2025
Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning Xuerui Su Shufang Xie Guoqing Liu Yingce Xia Renqian Luo Peiran Jin Zhiming Ma Yue Wang Zun Wang Yuting Liu LRM 34 3 0 06 Apr 2025
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations Manuel Sage Martin Staniszewski Yaoyao Fiona Zhao 34 2 0 06 Apr 2025
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices Zhe Wang Yifei Zhu 36 0 0 04 Apr 2025
Exploration-Driven Generative Interactive Environments N. Savov Naser Kazemi Mohammad Mahdi Danda Pani Paudel Xi Wang Luc Van Gool VGen 3DV 43 0 0 03 Apr 2025
FastFlow: Early Yet Robust Network Flow Classification using the Minimal Number of Time-Series Packets Rushi Jayeshkumar Babaria Minzhao Lyu Gustavo E. A. P. A. Batista V. Sivaraman AI4TS 48 0 0 02 Apr 2025
MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation Shanze Wang Mingao Tan Zheng Yang Biao Huang Xiaoyu Shen Hailong Huang Wei Zhang 40 0 0 31 Mar 2025
CONTHER: Human-Like Contextual Robot Learning via Hindsight Experience Replay and Transformers without Expert Demonstrations Maria Makarova Qian Liu Dzmitry Tsetserukou OffRL 46 0 0 20 Mar 2025
Towards Better Sample Efficiency in Multi-Agent Reinforcement Learning via Exploration Amir Baghi Jens Sjölund Joakim Bergdahl Linus Gisslén Alessandro Sestini 58 0 0 17 Mar 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 241 0 0 17 Mar 2025
Deep Learning Agents Trained For Avoidance Behave Like Hawks And Doves Aryaman Reddi Glenn Vinnicombe 48 0 0 14 Mar 2025
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model Moritz A. Zanger Pascal R. van der Vaart Wendelin Bohmer M. Spaan UQCV BDL 224 0 0 14 Mar 2025
PER-DPP Sampling Framework and Its Application in Path Planning Junzhe Wang 41 0 0 10 Mar 2025
Impoola: The Power of Average Pooling for Image-Based Deep Reinforcement Learning Raphael Trumpp Ansgar Schäfftlein Mirco Theile Marco Caccamo 41 0 0 07 Mar 2025
Reinforcement learning with combinatorial actions for coupled restless bandits Lily Xu Bryan Wilder Elias B. Khalil Milind Tambe 75 1 0 01 Mar 2025
Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies Zhouyu He Peng Qiao Rongchun Li Yong Dou Yusong Tan OffRL 59 0 0 27 Feb 2025
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset Yiqin Yang Quanwei Wang Chenghao Li Hao Hu Chengjie Wu ... Dianyu Zhong Ziyou Zhang Qianchuan Zhao Chongjie Zhang Xu Bo OffRL 57 0 0 26 Feb 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang Kun Shao OffRL 44 14 0 24 Feb 2025
Enhancing PPO with Trajectory-Aware Hybrid Policies Qisai Liu Zhanhong Jiang Hsin-Jung Yang Mahsa Khosravi Joshua R. Waite S. Sarkar 49 0 0 21 Feb 2025
Multi-Objective Reinforcement Learning for Critical Scenario Generation of Autonomous Vehicles Jiahui Wu Chengjie Lu Aitor Arrieta Shaukat Ali 50 0 0 18 Feb 2025
Reinforcement Learning in Strategy-Based and Atari Games: A Review of Google DeepMinds Innovations Abdelrhman Shaheen Anas Badr Ali Abohendy Hatem Alsaadawy Nadine Alsayad 64 1 0 14 Feb 2025
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design Jayden Teoh Wenjun Li Pradeep Varakantham 70 1 0 08 Feb 2025
Learning from Active Human Involvement through Proxy Value Propagation Zhenghao Peng Wenjie Mo Chenda Duan Quanyi Li Bolei Zhou 109 14 0 05 Feb 2025
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks Lars C.P.M. Quaedvlieg 63 0 0 31 Jan 2025
Towards General-Purpose Model-Free Reinforcement Learning Scott Fujimoto P. DÓro Amy Zhang Yuandong Tian Michael Rabbat OffRL 46 3 0 28 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 70 2 0 20 Jan 2025
Average-Reward Reinforcement Learning with Entropy Regularization Jacob Adamczyk Volodymyr Makarenko Stas Tiomkin R. Kulkarni OOD 61 2 0 17 Jan 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 50 2 0 12 Jan 2025
Risk-averse policies for natural gas futures trading using distributional reinforcement learning Félicien Hêche Biagio Nigro Oussama Barakat Stephan Robert-Nicoud OffRL 44 0 0 08 Jan 2025
Highway Graph to Accelerate Reinforcement Learning Zidu Yin Zhen Zhang Dong Gong Stefano V. Albrecht J. Q. Shi OffRL 39 0 0 08 Jan 2025
ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze Chunyu Xuan Yazhe Niu Yuan Pu Shuai Hu Yu Liu Jing Yang 73 0 0 03 Jan 2025
High-fidelity social learning via shared episodic memories enhances collaborative foraging through mnemonic convergence Ismael T. Freire P. Verschure 31 1 0 31 Dec 2024