ternlang-core 0.3.3

Compiler and VM for Ternlang — balanced ternary language with affirm/tend/reject trit semantics, @sparseskip codegen, and BET bytecode execution.
Documentation 
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// Module:  stdlib/rl/exploration.tern
// Purpose: RL Exploration Strategies
// Author:  RFI-IRFOS
// Ref:     https://ternlang.com

// If not enough data exists to exploit, exploration returns 'tend', prompting
// a novel action choice.

fn epsilon_trit(greedy_action: trit, epsilon: float) -> trit {
    // If random roll < epsilon, explore (return tend)
    let explore: trit = reject; // Simulated roll
    if explore == affirm { return tend; }
    return greedy_action;
}

fn ucb_trit(q_val: trit, confidence_bound: trit) -> trit {
    // Upper Confidence Bound
    if confidence_bound == tend { return tend; } // Highly uncertain, explore
    return q_val;
}

fn thompson_trit(alpha: trit, beta: trit) -> trit {
    // Thompson sampling
    if alpha == tend { return tend; }
    return affirm;
}

fn count_bonus_trit(visit_count: int) -> trit {
    if visit_count == 0 { return tend; } // Unvisited, strong bonus
    return reject; // No bonus
}