Medium

Giorgi Tskhondia

Giorgi Tskhondia

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Sep 15

How I pioneered the field of Topology Optimization by Reinforcement Learning and Did Some Other…

Thriller, sex, drama, surveillance, or what it takes to be an engineer in 21st century

Giorgi Tskhondia

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Mar 5

Agentic Physics

A new era in physics laws discovery

Giorgi Tskhondia

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Mar 2

Ideation of relation of plastic strain rate and dislocations, and a concept of “agentic metal”

Intelligent materials

Ideation of relation of plastic strain rate and dislocations, and a concept of “agentic metal”

Giorgi Tskhondia

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Feb 18

Reinforcement learning assisted rolling under the influence of a high density electric current or…

The era of RL assisted metal forming

Reinforcement learning assisted rolling under the influence of a high density electric current or…

Giorgi Tskhondia

·

Feb 5

Current state of the art in topology optimization by reinforcement learning

Gigala — pre-industrial grade software

Current state of the art in topology optimization by reinforcement learning

Giorgi Tskhondia

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Jan 9

Genetic Algorithms pre-training Reinforcement Learning parallel block-refinement strategy for…

A prerequisite for ‘anchor node’ strategy?

Genetic Algorithms pre-training Reinforcement Learning parallel block-refinement strategy for…

Giorgi Tskhondia

·

Dec 27, 2025

Mission Moonlight

(Fiction)

Giorgi Tskhondia

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Nov 29, 2025

Инженер

(художественный рассказ)

Giorgi Tskhondia

·

Nov 23, 2025

How I improved compliance and stopped worrying about the run time

when doing topology optimisation by reinforcement learning

How I improved compliance and stopped worrying about the run time

Giorgi Tskhondia

·

Nov 8, 2025

Using Hierarchical Reinforcement Learning for End to End Rocket Engine Design

All in one paradigm - press the button and get the result?

Using Hierarchical Reinforcement Learning for End to End Rocket Engine Design

Giorgi Tskhondia

Giorgi Tskhondia

Pioneered topology optimization by RL. Open-sourced dynamics of offshore pipelaying . Cited in Nature Portfolio. Unlocking the fabric of reality @ Gigala

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