thu-rllab / MPTSLinks
Model Predictive Task Sampling
☆24Updated 3 weeks ago
Alternatives and similar repositories for MPTS
Users that are interested in MPTS are comparing it to the libraries listed below
Sorting:
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆52Updated 5 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆131Updated last year
- Code for "Fast Context Adaptation via Meta-Learning"☆144Updated 4 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆220Updated 5 years ago
- ☆155Updated 5 years ago
- A classified list of meta learning papers based on realm.☆363Updated 2 years ago
- A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.☆243Updated last year
- HSML for ICML 2019☆51Updated 6 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆204Updated last year
- A list of papers regarding generalization in (deep) reinforcement learning☆152Updated 2 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆148Updated 4 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆200Updated 7 years ago
- HSML Dynamic version for ICML 2019☆12Updated 6 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆217Updated 6 years ago
- some bravo or inspiring research works on the topic of curriculum learning☆241Updated 3 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆74Updated 3 years ago
- ☆102Updated last year
- Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400☆60Updated 4 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆60Updated 6 years ago
- Pytorch Implemtation of Meta-Learning with Latent Embedding Optimization☆48Updated 5 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago
- ☆32Updated 2 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆182Updated 4 years ago
- Code for paper Causal Confusion in Imitation Learning☆46Updated 5 years ago
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆237Updated 5 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- ☆24Updated last year
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆205Updated 3 years ago