Alternatives and similar repositories for gumbel-max-scm:

Users that are interested in gumbel-max-scm are comparing it to the libraries listed below

• CausalRL / DRL
  Deconfounding Reinforcement Learning in Observational Settings
  ☆49Updated 5 years ago
• dido1998 / CausalMBRL
  Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
  ☆48Updated 3 years ago
• clvoloshin / COBS
  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
  ☆61Updated 2 years ago
• facebookresearch / icp-block-mdp
  Invariant Causal Prediction for Block MDPs
  ☆44Updated 4 years ago
• nke001 / causal_learning_unknown_interventions
  Code for "Neural causal learning from unknown interventions"
  ☆100Updated 4 years ago
• sumedh7 / CausalCuriosity
  Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…
  ☆37Updated 3 years ago
• pimdh / causal-confusion
  Code for paper Causal Confusion in Imitation Learning
  ☆44Updated 5 years ago
• causal-rl-anonymous / causal-rl
  ☆43Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆53Updated last month
• google-research / deep_ope
  ☆85Updated 6 months ago
• zt95 / infinite-horizon-off-policy-estimation
  ☆13Updated 5 years ago
• csquires / causal-rep-learning-reading-group
  ☆22Updated last year
• sjblim / rmsn_nips_2018
  ☆37Updated 6 years ago
• usaito / icml2022-mips
  (ICML2022) Off-Policy Evaluation for Large Action Spaces via Embeddings
  ☆20Updated 2 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆18Updated 2 years ago
• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆14Updated 3 months ago
• debmandal / RL-Causality
  References at the Intersection of Causality and Reinforcement Learning
  ☆88Updated 4 years ago
• taodav / nsrs
  Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.
  ☆14Updated 7 months ago
• Maluuba / srw
  Dead-ends and Secure Exploration in Reinforcement Learning
  ☆11Updated 5 years ago
• Kaixhin / GUDRL
  Generalised UDRL
  ☆37Updated 2 years ago
• ioanabica / Counterfactual-Recurrent-Network
  Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…
  ☆58Updated 10 months ago
• clvoloshin / constrained_batch_policy_learning
  ☆26Updated 5 years ago
• YyzHarry / SV-RL
  [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
  ☆33Updated 5 years ago
• ucla-csl / mabuc
  Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)
  ☆17Updated 9 years ago
• justinjfu / diagnosing_qlearning
  Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.
  ☆19Updated 5 years ago
• yannadani / vcn_pytorch
  Official Implementation of the paper "Variational Causal Networks: Approximate Bayesian Inference over Causal Structures"
  ☆17Updated 3 years ago
• djstrouse / InfoMARL
  using information theory to encourage agents to cooperate and compete
  ☆19Updated 6 years ago
• RomainLaroche / SPIBB
  Safe Policy Improvement with Baseline Bootstrapping
  ☆26Updated 4 years ago
• jannerm / gamma-models
  Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"
  ☆44Updated last year
• yixinwang / representation-causal-public
  ☆43Updated 3 years ago