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20202023
most citedHoney, I Shrunk The Actor: A Case Study on Preserving Performance with Smaller Actors in Actor-Critic RL

1 citations · 1 across the 5 of their papers we have counts for

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cond-mat.mtrl-sci2021

Designing Composites with Target Effective Young's Modulus using Reinforcement Learning

Aldair E. Gongora, Siddharth Mysore, Beichen Li +5

Advancements in additive manufacturing have enabled design and fabrication of materials and structures not previously realizable. In particular, the design space of composite mater…

cs.LG2021★ 1 cited

Honey, I Shrunk The Actor: A Case Study on Preserving Performance with Smaller Actors in Actor-Critic RL

Siddharth Mysore, Bassel Mabsout, Renato Mancuso +1

Actors and critics in actor-critic reinforcement learning algorithms are functionally separate, yet they often use the same network architectures. This case study explores the perf…