Alternatives and similar repositories for emergent-generalization:

Users that are interested in emergent-generalization are comparing it to the libraries listed below

• AlexKuhnle / ShapeWorld
  ☆60Updated 4 years ago
• jacobandreas / l3
  Learning with latent language
  ☆51Updated 4 years ago
• jacobandreas / tre
  Measuring compositionality in representation learning
  ☆73Updated 5 years ago
• benbogin / obverter
  Compositional Obverter Communication Learning From Raw Visual Input - Pytorch Implementation
  ☆19Updated 3 years ago
• jacobandreas / bibs
  Annotated bibliographies.
  ☆40Updated 5 years ago
• nickleomartin / emergent_comm_rl
  Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pix…
  ☆12Updated 6 years ago
• Near32 / ReferentialGym
  This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial langua…
  ☆22Updated last month
• dpfried / pragmatic-instructions
  Pragmatic models for generating and following instructions
  ☆13Updated 5 years ago
• google-deepmind / emergent_communication_at_scale
  ☆38Updated 8 months ago
• jacobandreas / neuralese
  Translating neuralese
  ☆44Updated 8 years ago
• LauraRuis / groundedSCAN
  Grounded SCAN data set.
  ☆69Updated 3 years ago
• rizar / CLOSURE
  Systematic generalization test for CLEVR
  ☆15Updated 5 years ago
• dai-dao / Grounded-Language-Learning-in-Pytorch
  Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)
  ☆34Updated 7 years ago
• lgraesser / MultimodalGame
  ☆24Updated 6 years ago
• Joshua-Ren / Neural_Iterated_Learning
  Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).
  ☆14Updated 3 years ago
• rizar / systematic-generalization-sqoop
  Code for "Systematic Generalization: What Is Required and Can It Be Learned"
  ☆37Updated 6 years ago
• nyu-dl / MultimodalGame
  ☆57Updated 6 years ago
• dhh1995 / SCL
  PyTorch implementation for The Scattering Compositional Learner (SCL)
  ☆32Updated 4 years ago
• facebookresearch / measuring-emergent-comm
  On the pitfalls of measuring emergent communication
  ☆34Updated 6 years ago
• facebookresearch / productive_concept_learning
  Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…
  ☆17Updated 3 years ago
• uclnlp / adversarial-nli
  Code and data for the CoNLL 2018 paper "Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge."
  ☆25Updated 6 years ago
• XiaoxiaoGuo / rcdqn
  This repository contains the source code of the EMNLP 2020 paper Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehensio…
  ☆20Updated 4 years ago
• caotians1 / BabyAIPlusPlus
  BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020
  ☆26Updated 4 years ago
• ischlag / TPR-RNN
  Code for the publication Learning to Reason with Third-Order Tensor Products.
  ☆40Updated 6 years ago
• jannerm / spatial-reasoning
  Code for the paper "Representation Learning for Grounded Spatial Reasoning"
  ☆52Updated 4 years ago
• facebookresearch / Permutation-Equivariant-Seq2Seq
  Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for nat…
  ☆27Updated 5 years ago
• henry-prior / multimodal-rl
  Solving reinforcement learning tasks which require language and vision
  ☆32Updated 2 years ago
• i-machine-think / awesome-compositionality
  A list of resources dedicated to compositionality
  ☆14Updated 6 years ago
• facebookresearch / RTFM
  Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".
  ☆38Updated 3 years ago
• lil-lab / blocks
  Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
  ☆40Updated 6 years ago