Tag: neat

10 Teach a Neural Network to play a card game 2017-09-17T20:12:20.860

9 Open-source tool for home AI learning/experimentation? 2017-05-23T00:22:31.627

7 Can neuro-evolution of augmenting topologies (NEAT) neural networks be built in TensorFlow? 2018-09-12T12:05:11.227

6 How does mating take place in NEAT? 2017-01-18T17:38:31.650

5 When do mutations in NEAT occur? 2017-01-07T12:39:02.010

5 What happens if 2 genes have the same connection but a different innovation number? 2017-01-11T14:19:57.573

5 Does NEAT require only connection genes to be marked with a global innovation number? 2018-03-03T00:52:34.247

5 Several questions regarding the NEAT algorithm 2018-03-30T18:29:55.530

5 What if the more fit parent has fewer nodes compared to the other, will the disjoint and excess genes be discarded? 2018-05-07T18:09:31.727

5 How does the NEAT speciation algorithm work? 2018-12-16T12:33:59.517

5 Is there a neural network with a varying number of neurons? 2019-03-03T13:05:42.127

5 Can neuroevolution be combined with gradient descent? 2019-07-08T10:29:58.843

4 Problem with fitness calculation in NEAT 2017-09-06T10:01:55.633

4 Help with dual parameter fitness function 2018-03-05T19:27:28.177

4 How to evaluate a NEAT neural network? 2018-05-01T18:10:40.283

4 Can a crossover result in a node with no outgoing connections? 2018-09-15T03:08:03.320

4 How do you implement NEAT by taking into account the loops? 2019-02-17T19:37:42.553

3 Can mutation enable a disabled connection? 2018-03-03T01:48:56.240

3 Does training happen during NEAT? 2018-03-08T23:48:42.083

3 Training AI to play NES/SNES games on NN python 2018-04-29T01:34:48.543

3 Speciation in NEAT - Advantages of keeping stable number of species 2018-06-01T17:33:15.370

3 Creating a self learning Mario Kart game AI? 2018-10-02T11:54:03.637

3 Using NEAT, will the child of two parent genomes always have the same structure as the more fit parent? 2018-12-23T18:13:37.787

3 How accurate are neuroevolution algorithms in modelling organism evolution? 2019-03-04T10:59:52.900

3 In NEAT, is it a good idea to give the same ID to node genes created from the same connection gene? 2020-04-04T13:41:39.820

3 How to perform classification with NEAT-Python? 2020-04-09T23:21:30.680

2 How do you choose the number of neurons, synapses, and hidden layers of an ANN (in NEAT)? 2017-01-03T22:03:42.403

2 What to do with duplicate Innovations in a genome? 2017-05-06T14:13:52.703

2 How does adjusted fitness penalize large species in NEAT? 2017-12-19T21:21:32.760

2 How are connection weights "perturbed"? 2018-03-06T22:29:47.460

2 What is the order of the genetic operations in NEAT? 2018-06-20T15:13:55.233

2 NEAT - Managing species across generations 2018-10-09T18:47:38.883

2 Can NEAT produce neural networks where inputs are directly connected to outputs? 2019-01-17T19:06:36.177

2 Are innovation weights shared in the NEAT algorithm? 2019-01-27T20:02:55.583

2 Why would someone use NEAT over other machine learning algorithms? 2019-03-02T10:17:24.927

2 What does the formula $1-\sum_i(e_i-a_i)^2$ mean in this NEAT Python API? 2019-04-19T04:37:06.437

2 How to reduce amount of species in NEAT? 2019-05-21T20:39:52.907

2 Disabling of genes during crossover (NEAT) 2019-07-07T17:55:33.760

2 what will i be able to do in the end of AI: modern approach? 2019-12-04T05:40:53.867

2 Are connections genes in a genome ever deleted or just disabled? 2020-02-23T04:31:43.473

2 How to choose the activation function in neuroevolution? 2020-02-24T11:33:19.023

2 I created a snake game and fitted the NEAT algorithm and there's issues 2020-03-12T15:47:52.753

2 Do I have to crossover my node genes in NEAT, and how? 2020-04-03T22:33:03.357

2 How to select good inputs and fitness function to achive good results with NEAT for Icy Tower bot 2020-05-05T12:25:49.817

2 How do I determine the genomes to use for crossover in NEAT? 2020-05-07T17:57:12.583

2 NEAT can't solve XOR completely 2020-07-19T18:46:19.693

1 How do I restrict the neural network structure to be acyclic in NEAT? 2018-05-10T00:34:13.240

1 Can neuro-evolution methods be combined with A3C? 2018-07-29T07:28:19.293

1 NEAT + Keras : reproducibility problem (World Models implementation) 2018-10-08T15:55:59.107

1 Running 2 NEAT nets on the same observations 2019-03-20T13:47:59.457

1 What are some examples of tasks in which, currently, neuroevolution outperforms gradient-based approaches? 2019-04-23T19:31:01.550

1 How does NEAT find the most successful generation without gradients? 2019-06-04T19:53:37.460

1 Exploding population size in neat-python 2019-06-10T14:35:03.723

1 Unable to achieve expected outputs using NEAT for the snake game 2019-10-24T02:54:05.587

1 How are weights updated in a genetic algorithm with neural network? 2019-11-28T20:50:31.353

0 How to evaluate output of unlayered NN? 2018-03-08T00:38:21.927

0 How do I choose an appropriate fitness function and hyper-parameters to train a 7-DOF arm? 2019-04-18T11:59:14.253

0 Library for rendering neural network NEAT 2019-08-13T15:40:34.577

0 What does "In each generation, 25% of offspring resulted from mutation without crossover" mean in the context of NEAT? 2020-04-18T17:28:41.177

0 ALL OUTPUTS for my neural network return SAME as [0.0, 0.0, 0.0] all of time. Trying to make an AI that plays the Snake Game in Python using NEAT 2020-07-29T11:54:33.117

0 How to interpret the final neural network generated in NEAT-Python? 2020-08-02T04:45:10.910