Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
☆54Jul 15, 2021Updated 5 years ago
Alternatives and similar repositories for CausalMBRL
Users that are interested in CausalMBRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆35Oct 23, 2022Updated 3 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆35Jan 25, 2023Updated 3 years ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆248Nov 1, 2022Updated 3 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆47Jun 21, 2021Updated 5 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆49Mar 16, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 6 years ago
- Benchmarking RL generalization in an interpretable way.☆186Nov 20, 2025Updated 10 months ago
- Implementation of the Playground environment from the paper Language as a Cognitive Tool to Imagine Goals inCuriosity-Driven Exploration.☆11Mar 5, 2021Updated 5 years ago
- Open source code for paper "Learning World Models with Identifiable Factorization"☆13Mar 4, 2024Updated 2 years ago
- Contrastive Learning of Structured World Models☆399Jun 3, 2020Updated 6 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆88Jun 12, 2022Updated 4 years ago
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 3 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆42Apr 17, 2024Updated 2 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Oct 21, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Recursive Bayesian Networks☆11May 11, 2025Updated last year
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 5 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆36Mar 29, 2023Updated 3 years ago
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Jul 28, 2020Updated 6 years ago
- ☆12Mar 21, 2024Updated 2 years ago
- ☆10Sep 21, 2021Updated 5 years ago
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 5 years ago
- ☆118Apr 28, 2023Updated 3 years ago
- DeepMind Alchemy task environment: a meta-reinforcement learning benchmark☆206Apr 5, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆30Jan 12, 2023Updated 3 years ago
- ☆42May 11, 2022Updated 4 years ago
- ☆32Feb 21, 2021Updated 5 years ago
- Code for the paper "Learning Options via Compression" at NeurIPS 2022☆27Jan 11, 2023Updated 3 years ago
- ☆16Apr 9, 2021Updated 5 years ago
- The code for experiments conducted to verify the correctness of mirror learning.☆11Jun 3, 2022Updated 4 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Apr 30, 2023Updated 3 years ago
- Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.☆21Aug 2, 2017Updated 9 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆34Feb 16, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Sep 30, 2022Updated 4 years ago
- Dataset collection and training code for "Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning"☆11Apr 8, 2025Updated last year
- Code release for the paper "Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control"☆17Apr 9, 2024Updated 2 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆31Aug 1, 2021Updated 5 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆19Jan 2, 2021Updated 5 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆59May 16, 2022Updated 4 years ago
- A curated list of causal reinforcement learning resources.☆112Dec 16, 2023Updated 2 years ago