Difference between revisions of "LightR"

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This page is under construction. For recent activities, see [[/Version History|Version History]].  
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'''LightR''' is a complete overhaul from its predecessor, [[ScalarR]], to specialize in 1v1 scenarios. See [[/Version History | Version History]] for recent activities.
  
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==== Description ====
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A plan with little weight,<br>
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But heavy with machine learning fate.
  
; Design principle
 
: Strategy light, machine learning heavy.
 
 
; Roadmap
 
: One gun to rule them all
 
:: 1. Learn a unique set of features per opponent, out of 100+ features
 
:: 2. Learn a feature gate model for generalization to unseen bots
 
: One movement to dodge everyone
 
:: 1. Learn a model that uses hits and flattener waves simultaneously
 
:: 2. Learn specialized movement patterns with reinforcement learning
 
:: 3. Generalize to unseen bots with zero-shot & few-shot learning
 
  
 
__NOTOC__ __NOEDITSECTION__
 
__NOTOC__ __NOEDITSECTION__
  
 
{{Template:Bot Categorizer|author=Xor|isMega=true|isOneOnOne=true|isMelee=false|isOpenSource=false|extends=Interface}}
 
{{Template:Bot Categorizer|author=Xor|isMega=true|isOneOnOne=true|isMelee=false|isOpenSource=false|extends=Interface}}

Latest revision as of 16:08, 1 March 2023

Sub-pages:
Version History

LightR is a complete overhaul from its predecessor, ScalarR, to specialize in 1v1 scenarios. See Version History for recent activities.

Description

A plan with little weight,
But heavy with machine learning fate.