Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning

ready

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning | Route /signal-canvas/using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning",
    "query_text": "Summarize Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning",
  "normalized_query": "2606.03962",
  "route": "/signal-canvas/using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning",
  "paper_ref": "using-reward-uncertainty-to-induce-diverse-behaviour-in-reinforcement-learning",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

PDF: https://arxiv.org/pdf/2606.03962v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:46:33.996Z

Signal Canvas 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.

Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface