facebookresearch / EGG
EGG: Emergence of lanGuage in Games
☆298Updated last year
Alternatives and similar repositories for EGG:
Users that are interested in EGG are comparing it to the libraries listed below
- Grounded SCAN data set.☆69Updated 3 years ago
- ☆60Updated 4 years ago
- Compositional Obverter Communication Learning From Raw Visual Input - Pytorch Implementation☆19Updated 3 years ago
- Simple language-driven navigation tasks for studying compositional learning☆195Updated 4 years ago
- Paper Reading in Neural Emergent Communication Literature☆29Updated 3 years ago
- Annotated bibliographies.☆40Updated 5 years ago
- Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillic…☆178Updated 6 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆248Updated last year
- Measuring compositionality in representation learning☆73Updated 5 years ago
- Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch☆340Updated last month
- A framework for experimenting with never-ending learning☆77Updated 6 months ago
- This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial langua…☆22Updated last month
- [EMNLP 2017] Code for "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog"☆95Updated 4 years ago
- ☆299Updated 4 months ago
- We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce…☆162Updated 3 years ago
- Emergent Communication of Generalizations, NeurIPS 2021☆14Updated 3 years ago
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆375Updated 2 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 3 years ago
- BabyAI platform. A testbed for training agents to understand and execute language commands.☆727Updated last year
- ☆63Updated last year
- ☆153Updated 4 years ago
- Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)☆236Updated 7 years ago
- Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).☆14Updated 3 years ago
- World Models Experiments☆639Updated 2 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- learning to search in pytorch☆110Updated 5 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 3 years ago
- This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for p…☆68Updated 7 years ago
- An implementation of Emergence of Grounded Compositional Language in Multi-Agent Populations by Igor Mordatch and Pieter Abbeel☆73Updated 7 years ago
- Code to support training, evaluating and interacting neural network dialog models, and training them with reinforcement learning. Code to…☆179Updated 2 years ago