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Titlebook: Agents and Artificial Intelligence; 15th International C Ana Paula Rocha,Luc Steels,Jaap van den Herik Conference proceedings 2024 The Edit

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Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learninghile most of this work leverages the Long Short-Term Memory (LSTM) as the memory module of the agent, recent developments have revisited and extended the original formulation of the LSTM. Some of these developments include the ConvLSTM, a convolutional-based implementation of the LSTM, the MDN-RNN,
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Spatial Representation and Reasoning About Fold Strata: A Qualitative Approach two-dimensional plane, extracted by a rectangle. We give a symbolic representation to the model with the features of qualitative configuration and qualitative shape, and propose a reasoning method on this representation. First, we define the validity required of the representation and show the corr
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Effective Adaptive Strategy Selection Using Extended Fine-Tuning and CNN-Based Surrogate Model in Resurrogate model-based strategy selection methods. To make this fine-tuning process more effective, we consider two policies: firstly, the aggregating policy, which reduces training parameters, and secondly, the complete-preference integration policy, which improves the use of past negotiation inform
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/151227.jpg
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Agents and Artificial Intelligence978-3-031-55326-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
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