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8 search results found

Recsyspapers ⭐ 801

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Awesome Decision Making Reinforcement Learning ⭐ 37

A selection of state-of-the-art research materials on decision making and motion planning.

Obs Causal Q Network ⭐ 23

AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks

Gumbel Max Scm ⭐ 17

Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)

Machine Learning Summer Schools ⭐ 14

Curated materials for different machine learning related summer schools

Causal Mbrl ⭐ 6

Toolkit of Causal Model-based Reinforcement Learning.

Essential3crl ⭐ 6

Research about Causality-based Reinforcement Learning. This repository includes all needed fundamentals, summary of past work and some most recent development

Causal_il ⭐ 5

Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlated Noise.

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