Buildability / Receipt

Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

API receipt Buildability hub

Public buildability page receipt window

Not build-ready: Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

/buildability/using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning

Ignoreblocked

Subject: Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Data

{"file name": "input.pdf", "number of pages": 35, "author": "Anthony GX-Chen; Ankit Anand; Gheorghe Comanici; Zaheer Abbas; Eser Ayg\u00fcn; David Smalling; Shibl Mourad

Truth Boundary

External gate remains unresolved for live deployment claims.

Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.

Proof divergence Developer guide

Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

Not build-ready: Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

Compute envelope

External gate remains unresolved for live deployment claims.

Evidence ids

Freshness

Hash state

Signature state

Blockers