53 citations · 138 across the 14 of their papers we have counts for
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cs.AI2020★ 2 cited
Monte Carlo Tree Search Based Tactical Maneuvering
Kunal Srivastava, Amit Surana
In this paper we explore the application of simultaneous move Monte Carlo Tree Search (MCTS) based online framework for tactical maneuvering between two unmanned aircrafts. Compare…
cs.LG2020
Guided Policy Search Based Control of a High Dimensional Advanced Manufacturing Process
Amit Surana, Kishore Reddy, Matthew Siopis
In this paper we apply guided policy search (GPS) based reinforcement learning framework for a high dimensional optimal control problem arising in an additive manufacturing process…
eess.SY2020
Data-Driven Model Reduction for Multilinear Control Systems via Tensor Trains
Can Chen, Amit Surana, Anthony Bloch +1
In this paper, we explore the role of tensor algebra in balanced truncation (BT) based model reduction/identification for high-dimensional multilinear/linear time invariant systems…