ucla-csl / mabuc
Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)
☆17Updated 9 years ago
Alternatives and similar repositories for mabuc:
Users that are interested in mabuc are comparing it to the libraries listed below
- ☆43Updated 3 years ago
- Structural Causal Bandit☆24Updated 3 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆44Updated 4 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- ☆22Updated last year
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Updated 2 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆38Updated 3 years ago
- Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)☆50Updated 6 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆74Updated 4 years ago
- Repository for "Differentiable Causal Discovery from Interventional Data"☆74Updated 3 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆63Updated 2 months ago
- ☆18Updated 5 years ago
- DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021☆48Updated last year
- ☆16Updated 8 years ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆82Updated last year
- ☆30Updated 2 years ago
- Reimplementation of NOTEARS in Tensorflow☆35Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆87Updated 3 years ago
- ☆13Updated 6 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆41Updated 4 years ago
- ☆85Updated 8 months ago
- Library for graphical models of decision making, based on pgmpy and networkx☆106Updated last year
- (ICML2022) Off-Policy Evaluation for Large Action Spaces via Embeddings☆20Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆15Updated 2 years ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆16Updated 4 years ago
- ☆38Updated 6 years ago
- Project on Causal Machine learning CS 7290☆16Updated 5 years ago
- A curated list of causal reinforcement learning resources.☆79Updated last year
- ☆115Updated 6 months ago