Add BaseHTTPClient to talk to Envs via JSON over RPC.#4
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rycerzes
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Nov 19, 2025
Add BaseHTTPClient to talk to Envs via JSON over RPC.
rycerzes
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Nov 19, 2025
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EchoRaven
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Jan 5, 2026
feat: webarena torchforge grpo integration
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lilyzhng
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Old: every no-progress turn counted as wasted (25/29 in Run 10) New: each no-progress streak gets 2-turn grace period (exploration), only turns beyond grace count as wasted (stuck in a loop) This aligns with principle huggingface#4: agent MUST explore (ls, cat, grep) to discover context. Exploration turns shouldn't be penalized. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Per Section F done-gate huggingface#4: measured the heuristic scaffold's composite reward on hero seeds 9500/9501/9502 (Qwen2.5-3B-Instruct loaded on Colab T4; heuristic eval identical to the dry-run's evaluate_heuristic path). Measured totals: 9500 (planned tier_a): 0.3287 R3=0.01 9501 (planned tier_b): 0.4623 R3=0.99 9502 (planned tier_c): 0.1892 R3=0.01 Measured ordering 9501 > 9500 > 9502 does NOT match the planned easy > medium > hard (9500 > 9501 > 9502). The 9500↔9501 swap fails the monotonicity gate, so labels stay tier_a / tier_b / tier_c. Mechanism: 9500 has only 2 mismatches but the heuristic over-claims on one of them and trips Rule 36(4) (R3=0.01). 9501's 5 mismatches spread across more suppliers; no single supplier's claim exceeds 2B cap so R3=0.99 dominates. A real trained policy may reverse this — re-measure after real Colab training before the pitch demo. Artifact committed: data/hero_baseline.json. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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The change is primarily adding HTTP base client to talk over JSON RPC to a container. The container bootstrap code is not added yet. It will be in the next PR.