conftrace_

model-free method

7 papers

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Co-occurring keywords

reinforcement learning (4352) model-free learning (51) sample complexity (1169) occupancy function (1) model-free reinforcement learning (63) human evaluation (379) reward estimation (31) model-based method (14) dialogue system (1667) imperfect information game (28)

Papers

Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality NIPS 2024
An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games AAAI 2023
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach EMNLP 2021
Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019
The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint COLT 2019
Egocentric Activity Recognition on a Budget CVPR 2018
Model-free Variable Selection in Reproducing Kernel Hilbert Space JMLR 2016