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New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
作者:
Zheng, Xiaolong
;
Li, Jingyu
;
Lu, Mengyao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Economics
Biological system modeling
Data models
Task analysis
Behavioral sciences
Big Data
Analytical models
finance
generative artificial intelligence (GAI)
reinforcement learning from human feedback (RLHF)
research paradigm
Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms
期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777
作者:
Chen, Yurou
;
Zhang, Fengyi
;
Liu, Zhiyong
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  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Reinforcement Learning
Policy gradient
Actor-critic
Value function
Bias-variance trade-off
Active Disparity Sampling for Stereo Matching With Adjoint Network
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 354-365
作者:
Zhang, Chenghao
;
Meng, Gaofeng
;
Tian, Kun
;
Ni, Bolin
;
Xiang, Shiming
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  |  
浏览/下载:3/0
  |  
提交时间:2024/02/21
Stereo matching
domain generalization
active sampling
adjoint network
Bayesian optimization
Reinforcement Learning in Process Industries: Review and Perspective
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者:
Oguzhan Dogru
;
Junyao Xie
;
Om Prakash
;
Ranjith Chiplunkar
;
Jansen Soesanto
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Process control
process systems engineering
reinforcement learning
UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者:
Jiawen Kang
;
Junlong Chen
;
Minrui Xu
;
Zehui Xiong
;
Yutao Jiao
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Avatar
blockchain
metaverses
multi-agent deep reinforcement learning
transformer
UAVs
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者:
Jianguo Zhao
;
Chunyu Yang
;
Weinan Gao
;
Linna Zhou
;
Xiaomin Liu
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:
Fei Ming
;
Wenyin Gong
;
Ling Wang
;
Yaochu Jin
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework
期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 648-657
作者:
Liu, Boyin
;
Pu, Zhiqiang
;
Zhang, Tianle
;
Wang, Huimu
;
Yi, Jianqiang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Deformable convolution
football analysis
pitch control
reinforcement learning
Peer Incentive Reinforcement Learning for Cooperative Multiagent Games
期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 623-636
作者:
Zhang, Tianle
;
Liu, Zhen
;
Pu, Zhiqiang
;
Yi, Jianqiang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Cooperative multiagent games
intrinsic reward
multiagent reinforcement learning (MARL)
Starcraft II Micromanagement
Relay Hindsight Experience Replay: Self-guided continual reinforcement learning for sequential object manipulation tasks with sparse rewards
期刊论文
NEUROCOMPUTING, 2023, 卷号: 557
作者:
Luo, Yongle
;
Wang, Yuxin
;
Dong, Kun
;
Zhang, Qiang
;
Cheng, Erkang
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  |  
浏览/下载:8/0
  |  
提交时间:2023/11/10
Deep reinforcement learning
Robotic manipulation
Continual learning
Hindsight experience replay
Sparse reward
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