Joshua-Ren / Neural_Iterated_LearningLinks
Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).
☆15Updated 4 years ago
Alternatives and similar repositories for Neural_Iterated_Learning
Users that are interested in Neural_Iterated_Learning are comparing it to the libraries listed below
Sorting:
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Compositional Obverter Communication Learning From Raw Visual Input - Pytorch Implementation☆19Updated 4 years ago
- Learning with latent language☆51Updated 4 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 6 years ago
- Grounded SCAN data set.☆70Updated 3 years ago
- Annotated bibliographies.☆40Updated 6 years ago
- Code for "Recurrent Independent Mechanisms"☆119Updated 3 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 4 years ago
- Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)☆15Updated 5 years ago
- ☆62Updated 2 years ago
- Simple language-driven navigation tasks for studying compositional learning☆199Updated 5 years ago
- A Python implementation of the gradient REBAR estimator.☆46Updated 7 years ago
- Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pix…☆12Updated 7 years ago
- ☆20Updated 3 years ago
- Code for "Systematic Generalization: What Is Required and Can It Be Learned"☆37Updated 6 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 5 years ago
- SeqGAN but with more bells and whistles☆24Updated 7 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Estimating Gradients for Discrete Random Variables by Sampling without Replacement☆40Updated 5 years ago
- ☆39Updated last year
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- Pragmatic models for generating and following instructions☆13Updated 5 years ago
- Language-annotated Abstraction and Reasoning Corpus☆94Updated 2 years ago
- Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillic…☆182Updated 6 years ago
- This repository contains the source code of the EMNLP 2020 paper Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehensio…☆20Updated 5 years ago
- A framework for experimenting with never-ending learning☆80Updated last year
- Template-DQN and DRRN agent implementations☆22Updated 2 years ago
- Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variab…☆28Updated 4 years ago
- The Synbols dataset generator is a ServiceNow Research project that was started at Element AI.☆45Updated 2 years ago
- Stein Variational Policy Gradient for REINFORCE☆18Updated 8 years ago