sarthmit / BRIMsLinks
Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules)
☆28Updated 4 years ago
Alternatives and similar repositories for BRIMs
Users that are interested in BRIMs are comparing it to the libraries listed below
Sorting:
- ☆54Updated 3 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 3 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆45Updated 2 years ago
- Code for Goal-Aware Prediction: Learning to Model what Matters☆20Updated 5 years ago
- Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)☆100Updated 3 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆64Updated 2 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated 2 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆61Updated 6 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Updated 2 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆38Updated 6 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆84Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆20Updated 2 years ago
- Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"☆37Updated 2 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆79Updated 6 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 5 years ago
- CompILE: Compositional Imitation Learning and Execution (ICML 2019)☆112Updated 6 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 4 years ago
- Reinforcement Learning with Latent Flow☆44Updated 4 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆126Updated 6 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆135Updated last year
- ☆55Updated 10 months ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆104Updated last year
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Updated 5 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆33Updated 2 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 4 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆57Updated 4 years ago
- Sandbox environment for generalizable agent research☆26Updated 3 years ago
- Phy-Q: A Testbed for Physical Reasoning☆45Updated last year