Sheng-J / DOM-Q-NETLinks
Graph-based Deep Q Network for Web Navigation
☆47Updated 6 years ago
Alternatives and similar repositories for DOM-Q-NET
Users that are interested in DOM-Q-NET are comparing it to the libraries listed below
Sorting:
- Workflow-Guided Exploration: sample-efficient RL agent for web tasks☆116Updated 2 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated 2 years ago
- Template-DQN and DRRN agent implementations☆22Updated 2 years ago
- ☆84Updated 6 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 4 years ago
- Learning with latent language☆51Updated 4 years ago
- ☆37Updated last year
- Goal driven language generation using knowledge graph A2C agents☆60Updated 5 years ago
- ☆38Updated 4 years ago
- End-to-End Differentiable Proving☆90Updated 6 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Mapping natural language commands to web elements☆37Updated 3 years ago
- Compositional generalization through meta sequence-to-sequence learning☆83Updated 5 years ago
- ☆49Updated 4 years ago
- ☆58Updated 5 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
- Grounded SCAN data set.☆70Updated 3 years ago
- ☆20Updated 3 years ago
- Super fast implementations of common benchmark text world games☆51Updated 2 months ago
- Simple language-driven navigation tasks for studying compositional learning☆198Updated 4 years ago
- Language-annotated Abstraction and Reasoning Corpus☆93Updated 2 years ago
- Conditional Theorem Proving☆53Updated 4 years ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆52Updated 4 years ago
- We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce…☆161Updated 4 years ago
- Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for nat…☆27Updated 5 years ago
- Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language☆96Updated last year
- Code for the publication Learning to Reason with Third-Order Tensor Products.☆41Updated 6 years ago
- Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)☆50Updated 4 months ago
- Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with appl…☆379Updated 2 years ago