ICT技術:ICT Technology

python

Overview of Double Q-Learning and Examples of Algorithms and Implementations

  Over view of Double Q-Learning Double Q-Learning is a type of Q-Learning described in "Overview of Q-Learni...
python

Overview of counterfactual virtual learning using graph neural networks, related algorithms and implementation examples.

Overview of counterfactual virtual learning using graph neural networks. Counterfactual learning (counterf...
python

Bidirectional RNN(BRNN)

Overview of Bidirectional RNN(BRNN) Bidirectional Recurrent Neural Network (BRNN) is a type of recurrent n...
python

Overview of Kronecker-factored Approximate Curvature (K-FAC) matrix and related algorithms and implementation examples

Overview of Kronecker-factored Approximate Curvature(K-FAC) Kronecker-factored Approximate Curvature (K-FAC) is...
python

Overview of Trust Region Policy Optimization (TRPO), its algorithms and example implementations

  Overview of Trust Region Policy Optimization (TRPO) Trust Region Policy Optimization (TRPO) is a reinforcem...
アルゴリズム:Algorithms

Application and Implementation Examples of Directed Acyclic Graphs and Blockchain Technology

Introduction Directed Acyclic Graph (DAG) is a graph data algorithm that appears in various situations such...
python

Overview of the trace norm and related algorithms and implementation examples

Trace norm overview The trace norm (or nuclear norm) is a type of matrix norm, which can be defined as...
python

Overview of GRUs and examples of algorithms and implementations

Overview of GRU(Gated Recurrent Unit) GRUs (Gated Recurrent Units) are a type of recurrent neural network ...
アルゴリズム:Algorithms

Overview of NUTS and examples of algorithms and implementations

  Overview of NUTS NUTS (No-U-Turn Sampler) is a type of Hamiltonian Monte Carlo (HMC) method as described i...
python

Overview of Drift-detection-based Inverse Reinforcement Learning and examples of algorithms and implementations

  Overview of Drift-based Inverse Reinforcement Learning Drift-detection-based Inverse Reinforcement Learning...
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