stanfordnlp / wge
Workflow-Guided Exploration: sample-efficient RL agent for web tasks
☆112Updated last year
Alternatives and similar repositories for wge:
Users that are interested in wge are comparing it to the libraries listed below
- MiniWoB++: a web interaction benchmark for reinforcement learning☆299Updated 10 months ago
- Graph-based Deep Q Network for Web Navigation☆47Updated 5 years ago
- Demos for the MiniWoB++ benchmark☆19Updated 6 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 3 years ago
- We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce…☆161Updated 3 years ago
- Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)☆237Updated 6 years ago
- ☆54Updated 3 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆130Updated 5 months ago
- ☆20Updated 3 years ago
- ☆16Updated 3 years ago
- Code for Emergent Translation in Multi-Agent Communication☆80Updated 6 years ago
- Train embodied agents that can answer questions in environments☆302Updated last year
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆50Updated 3 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Super fast implementations of common benchmark text world games☆44Updated last month
- Grounded SCAN data set.☆69Updated 3 years ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆209Updated 2 months ago
- NAIL is an agent that plays text-based interactive fiction games.☆45Updated last year
- MultiTask Environments for Reinforcement Learning.☆74Updated 2 years ago
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated last year
- Goal driven language generation using knowledge graph A2C agents☆59Updated 4 years ago
- Mapping natural language commands to web elements☆37Updated 2 years ago
- This repository provides code for reproducing experiments of the paper Talk The Walk: Navigating New York City Through Grounded Dialogue …☆112Updated 3 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆123Updated 5 years ago
- Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow☆42Updated 6 years ago
- Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)☆34Updated 7 years ago
- This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.☆32Updated 5 years ago
- Template-DQN and DRRN agent implementations☆21Updated last year
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆115Updated 5 years ago
- Modular multitask reinforcement learning with policy sketches☆106Updated 3 years ago