facebookresearch / LearningToLearn
Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.
☆104Updated 3 years ago
Alternatives and similar repositories for LearningToLearn
Users that are interested in LearningToLearn are comparing it to the libraries listed below
Sorting:
- Code for "Fast Context Adaptation via Meta-Learning"☆142Updated 4 years ago
- A Neuromodulated Meta-Learning algorithm☆115Updated 5 years ago
- Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)☆99Updated 3 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆201Updated 9 months ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆33Updated 5 years ago
- Code for the "Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions" paper.☆73Updated 2 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆60Updated 5 years ago
- Memory efficient MAML using gradient checkpointing☆84Updated 5 years ago
- Code for ICLR 2019 paper Learning Dynamics Model by Incorporating the Long Term Future☆50Updated 5 years ago
- This is the official source code for Sequential Neural Processes.☆40Updated 2 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆103Updated 2 years ago
- CompILE: Compositional Imitation Learning and Execution (ICML 2019)☆112Updated 6 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of impli…☆48Updated 3 years ago
- ☆77Updated 4 years ago
- Official implementation of DynE, Dynamics-aware Embeddings for RL☆43Updated 4 years ago
- Implementation of the Functional Neural Process models☆43Updated 4 years ago
- Meta-Learning with Warped Gradient Descent☆93Updated 4 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 6 years ago
- Benchmark for Lifelong learning research☆119Updated 3 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆74Updated 3 years ago
- ☆19Updated 5 years ago
- The Differentiable Cross-Entropy Method☆126Updated 4 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 5 years ago
- Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Inf…☆143Updated 2 years ago
- The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) p…☆41Updated 4 years ago
- Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)☆160Updated 2 years ago
- ☆80Updated last year
- Implementation of Bayesian Gradient Descent☆37Updated last year