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cs.LG2023
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning
Kaustuv Mukherji, Devendra Parkar, Lahari Pokala +3
Recent advances in reinforcement learning (RL) have shown much promise across a variety of applications. However, issues such as scalability, explainability, and Markovian assumpti…
cs.DC2023★ 1 cited
Distributed Online Rollout for Multivehicle Routing in Unmapped Environments
Jamison W. Weber, Dhanush R. Giriyan, Devendra R. Parkar +2
In this work we consider a generalization of the well-known multivehicle routing problem: given a network, a set of agents occupying a subset of its nodes, and a set of tasks, we s…