mila-iqia / babyaiView external linksLinks
BabyAI platform. A testbed for training agents to understand and execute language commands.
☆756Oct 1, 2023Updated 2 years ago
Alternatives and similar repositories for babyai
Users that are interested in babyai are comparing it to the libraries listed below
Sorting:
- Simple and easily configurable grid world environments for reinforcement learning☆2,402Updated this week
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆138Aug 4, 2024Updated last year
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆717May 12, 2024Updated last year
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Jul 28, 2020Updated 5 years ago
- Reinforcement Learning in PyTorch☆2,276Jan 4, 2021Updated 5 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆374Oct 15, 2021Updated 4 years ago
- TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.☆1,392Jan 30, 2026Updated 2 weeks ago
- A PyTorch Platform for Distributed RL☆752Sep 15, 2021Updated 4 years ago
- Learning Latent Dynamics for Planning from Pixels☆1,234Mar 24, 2023Updated 2 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- Grounded SCAN data set.☆70Jan 10, 2022Updated 4 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,530Apr 13, 2024Updated last year
- A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning ag…☆661Sep 6, 2019Updated 6 years ago
- ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks☆487Feb 5, 2026Updated last week
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆754Dec 15, 2025Updated 2 months ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,741Jan 20, 2026Updated 3 weeks ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,876May 29, 2022Updated 3 years ago
- Solving reinforcement learning tasks which require language and vision☆33Apr 4, 2023Updated 2 years ago
- ☆359Oct 12, 2022Updated 3 years ago
- Learning with latent language☆51Mar 28, 2021Updated 4 years ago
- ☆1,404Dec 9, 2025Updated 2 months ago
- Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)☆238Apr 16, 2018Updated 7 years ago
- Multitask Environments for RL☆281Aug 23, 2021Updated 4 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆117Dec 13, 2019Updated 6 years ago
- Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch☆656Jul 19, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,646Nov 18, 2024Updated last year
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆276Oct 27, 2025Updated 3 months ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆875Dec 27, 2022Updated 3 years ago
- Modular multitask reinforcement learning with policy sketches☆110Jul 7, 2021Updated 4 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆246Sep 30, 2022Updated 3 years ago
- ICML 2018 Self-Imitation Learning☆278Apr 18, 2020Updated 5 years ago
- Code for Emergent Translation in Multi-Agent Communication☆81Jun 6, 2018Updated 7 years ago
- ☆13Dec 6, 2018Updated 7 years ago
- Collection of reinforcement learning algorithms☆2,862Jun 17, 2024Updated last year
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆579Dec 8, 2022Updated 3 years ago
- Code for the paper "Quantifying Transfer in Reinforcement Learning"☆407Oct 7, 2023Updated 2 years ago
- Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"☆320Jun 24, 2019Updated 6 years ago
- Code for the paper "Exploration by Random Network Distillation"☆931Oct 1, 2020Updated 5 years ago
- An open source framework for research in Embodied-AI from AI2.☆377Aug 22, 2025Updated 5 months ago