facebookresearch / RTFM
Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".
☆38Updated 3 years ago
Alternatives and similar repositories for RTFM:
Users that are interested in RTFM are comparing it to the libraries listed below
- Measuring compositionality in representation learning☆73Updated 5 years ago
- Learning with latent language☆51Updated 4 years ago
- Solving reinforcement learning tasks which require language and vision☆32Updated 2 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- ☆20Updated 3 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 5 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆133Updated 8 months ago
- ☆54Updated 3 years ago
- Systematic generalization test for CLEVR☆15Updated 5 years ago
- mplementation of Advantage Actor Critic (A2C) and Proximal Policy Optimization Algorithm (PPO) use the advantages of Tensorflow 2.x.☆9Updated 4 years ago
- Reward Learning by Simulating the Past☆44Updated 5 years ago
- An environment for benchmarking commonsense agents☆28Updated 4 years ago
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆25Updated 4 years 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
- Code for "Systematic Generalization: What Is Required and Can It Be Learned"☆37Updated 6 years ago
- Annotated bibliographies.☆40Updated 5 years ago
- Template-DQN and DRRN agent implementations☆22Updated last year
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 5 years ago
- Reinforcement Learning with Latent Flow☆43Updated 4 years ago
- Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)☆34Updated 7 years ago
- This repository contains the source code of the EMNLP 2020 paper Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehensio…☆20Updated 4 years ago
- ☆13Updated 6 years ago
- Implements the Messenger environment and EMMA model.☆23Updated last year
- Reinforcement Learning Assembly☆92Updated 3 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 4 years ago
- Go through the list of accepted papers for ICLR in terminal and add them to your reading list.☆13Updated 4 years ago
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- ☆80Updated last year