AccMER: Accelerating Multi-Agent Experience Replay with Cache
Locality-aware Prioritization

AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-aware Prioritization

31 May 2023

Kailash Gogineni

Guru Venkataramani

Papers citing "AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-aware Prioritization"

12 / 12 papers shown

Title
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space Jingdi Chen Hanhan Zhou Yongsheng Mei Carlee Joe-Wong Gina Adam Nathaniel D. Bastian Tian-Shing Lan OffRL 35 0 0 21 Oct 2024
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems Kailash Gogineni Sai Santosh Dayapule Juan Gómez Luna Karthikeya Gogineni Peng Wei Tian-Shing Lan Mohammad Sadrosadati Onur Mutlu Guru Venkataramani 65 11 0 07 May 2024
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data Yongsheng Mei Mahdi Imani Tian-Shing Lan GP 45 5 0 25 Jan 2024
ConcaveQ: Non-Monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning Huiqun Li Hanhan Zhou Yifei Zou Dongxiao Yu Tian-Shing Lan 24 8 0 24 Dec 2023
Real-time Network Intrusion Detection via Decision Transformers Jingdi Chen Hanhan Zhou Yongsheng Mei Gina Adam Nathaniel D. Bastian Tian-Shing Lan 37 15 0 12 Dec 2023
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction Hanhan Zhou Tian-Shing Lan Guru Venkataramani Wenbo Ding 60 28 0 12 Oct 2023
Solving a Class of Non-Convex Minimax Optimization in Federated Learning Xidong Wu Jianhui Sun Zhengmian Hu Aidong Zhang Heng-Chiao Huang FedML 115 12 0 05 Oct 2023
Statistically Efficient Variance Reduction with Double Policy Estimation for Off-Policy Evaluation in Sequence-Modeled Reinforcement Learning Hanhan Zhou Tian-Shing Lan Vaneet Aggarwal OffRL 60 4 0 28 Aug 2023
Towards Efficient Multi-Agent Learning Systems Kailash Gogineni Peng Wei Tian-Shing Lan Guru Venkataramani 40 4 0 22 May 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 58 38 0 21 Feb 2023
Value-Decomposition Multi-Agent Actor-Critics Jianyu Su Stephen C. Adams Peter A. Beling 78 101 0 24 Jul 2020
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward Hassam Sheikh Ladislau Bölöni 47 36 0 24 Mar 2020