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cs.LG2022
Deterministic Sequencing of Exploration and Exploitation for Reinforcement Learning
Piyush Gupta, Vaibhav Srivastava
We propose Deterministic Sequencing of Exploration and Exploitation (DSEE) algorithm with interleaving exploration and exploitation epochs for model-based RL problems that aim to s…
cs.HC2022★ 2 cited
Structural Properties of Optimal Fidelity Selection Policies for Human-in-the-loop Queues
Piyush Gupta, Vaibhav Srivastava
We study optimal fidelity selection for a human operator servicing a queue of homogeneous tasks. The agent can service a task with a normal or high fidelity level, where fidelity r…