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fixed readme for formatting
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frgmt0 committed Jan 8, 2025
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12 changes: 11 additions & 1 deletion README.md
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Expand Up @@ -7,15 +7,24 @@ A reasoning implementation for Claude Desktop that lets you use both Beam Search
#### What's New:

> Added 2 Experimental Reasoning Algorithms:
>
> - `mcts-002-alpha`
>
> - Uses the A* Search Method along with an early *alpha* implementation of a Policy Simulation Layer
>
> - Also includes an early *alpha* implementation of Adaptive Exploration Simulator & Outcome Based Reasoning Simulator
>
> *NOTE* the implementation of these alpha simulators is not complete and is subject to change
>
> - `mcts-002alt-alpha`
>
> - Uses the Bidirectional Search Method along with an early *alpha* implementation of a Policy Simulation Layer
>
> - Also includes an early *alpha* implementation of Adaptive Exploration Simulator & Outcome Based Reasoning Simulator
>
> *NOTE* the implementation of these alpha simulators is not complete and is subject to change
>

What happened to `mcts-001-alpha` and `mcts-001alt-alpha`?
> Quite simply: It was useless and near similar to the base `mcts` method. After initial testing the results yielded in basic thought processes was near similar showing that simply adding policy simulation may not have an effect.
Expand All @@ -28,6 +37,7 @@ So why add Polciy Simulation Layer now?
> Added model control over search parameters:
>
> beamWidth - lets Claude adjust how many paths to track (1-10)
>
> numSimulations - fine-tune MCTS simulation count (1-150)
## Features
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