Search Results for author: Carlos A. Manzanares

Found 2 papers, 1 papers with code

A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models

no code implementations11 Apr 2023 Sinong Geng, Houssam Nassif, Carlos A. Manzanares

We use these estimated Q-functions, along with a clustering algorithm, to select a subset of states that are the most pivotal for driving changes in Q-functions.

Discrete Choice Models

Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions

1 code implementation15 Jul 2020 Sinong Geng, Houssam Nassif, Carlos A. Manzanares, A. Max Reppen, Ronnie Sircar

We name our method PQR, as it sequentially estimates the Policy, the $Q$-function, and the Reward function by deep learning.

reinforcement-learning Reinforcement Learning (RL)

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