conftrace_

reward computation

5 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (3) agentic reinforcement learning (1) disaggregated infrastructure (1) asynchronous weight synchronization (1) occlusion reasoning (1) large language model (1) natural logic (1) entailment tree (1) dynamic reward (1) structured reasoning (1)

Papers

DistRS: Disaggregated Reward Service for RLVR with Batch-Level Constraint NSDI 2026 RollArt: Disaggregated Multi-Task Agentic RL Training at Scale OSDI 2026 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning CoRL 2020