nested-policy-rl | official implementation of nested policy reinforcement

nested-policy-rl is a Jupyter Notebook library. nested-policy-rl has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

this repository is the official implementation of nested policy reinforcement learning. off-policy reinforcement learning (rl) has proven to be a powerful framework for guiding agents' actions in environments with stochastic rewards and unknown or noisy state dynamics. in many real-world settings, these agents must operate in multiple environments, each with slightly different dynamics. for example, we may be interested in developing policies to guide medical treatment for patients with and without a given disease, or policies to navigate curriculum design for students with and without a learning disability. here, we introduce nested policy fitted q-iteration (nfqi), an rl framework that finds