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Conference paper
Journal article
Date
2023
2015
2013
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning [In Press]
A temporal and annotated-logic based simulation proxy that enables interpretable reinforcement learning
[Accepted at International Conference on Semantic Computing]
Kaustuv Mukherji
,
Devendra R. Parkar
,
Lahari Pokala
,
Dyuman Aditya
,
Paulo Shakarian
,
Clark Dorman
Project
Video
DOI
Distributed Online Rollout for Multivehicle Routing in Unmapped Environments [In Press]
We propose a new decentralized and online reinforcement learning algorithm for vehicle routing in a more challenging unmapped environments with provable guarantees of cost improvements over greedy base policy.
[Accepted at International Conference on Autonomous Agents and Multiagent Systems]
Jamison Weber
,
Dhanush Giriyan
,
Devendra R. Parkar
,
Andréa Richa
,
Dimitri Bertsekas
Project
DOI
An example journal article
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Devendra R. Parkar
,
Robert Ford
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An example conference paper
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum.
Devendra R. Parkar
,
Robert Ford
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