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02/08/2023
Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs
Modified policy iteration (MPI) also known as optimistic policy iteratio...
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02/02/2023
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms
Many policy-based reinforcement learning (RL) algorithms can be viewed a...
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02/04/2022
Learning a Discrete Set of Optimal Allocation Rules in Queueing Systems with Unknown Service Rates
We study learning-based admission control for a classical Erlang-B block...
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09/27/2021
Structural Stability of a Family of Group Formation Games
We introduce and study a group formation game in which individuals/agent...
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12/18/2019