clinicalml / gumbel-max-scmLinks
Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)
☆43Updated 4 years ago
Alternatives and similar repositories for gumbel-max-scm
Users that are interested in gumbel-max-scm are comparing it to the libraries listed below
Sorting:
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- 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
- ☆43Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆39Updated 3 years ago
- ☆86Updated 10 months ago
- Code for paper Causal Confusion in Imitation Learning☆45Updated 5 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 4 years ago
- Code for "Neural causal learning from unknown interventions"☆101Updated 4 years ago
- ☆22Updated last year
- ☆13Updated 6 years ago
- Learning representations for RL in Healthcare under a POMDP assumption☆54Updated 4 months ago
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆20Updated last year
- Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning☆32Updated 7 years ago
- [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning☆34Updated 5 years ago
- Dead-ends and Secure Exploration in Reinforcement Learning☆11Updated 6 years ago
- ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.☆19Updated 7 months ago
- ☆104Updated 10 months ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆24Updated 2 years ago
- Open AI Gym Environment For MIMIC Dataset Sepsis Patient☆20Updated 2 years ago
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆27Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆39Updated 6 years ago
- Code Release for Task Agnostic Dynamics Priors for Deep Reinforcement Learning☆12Updated 5 years ago
- using information theory to encourage agents to cooperate and compete☆19Updated 6 years ago
- ☆44Updated 3 years ago
- Structural Causal Bandit☆24Updated 3 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆64Updated 3 months ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆19Updated 6 years ago