SCAD: Structured Credit Assignment and Distillation for Long-Horizon Agents
cs.LG
Submitted: 2026-10-02
Updated: 2026-10-06
Terminology
Sources
- Qwen3-VL Technical Report
- Distilling the Knowledge in a Neural Network
- MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
- HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents
- Prefix Teach, Suffix Fade: Local Teachability Collapse in Strong-to-Weak On-Policy Distillation
- MemOPD: On-Policy Distillation through Memory State Alignment for Long-Horizon Agents
- Self-Distilled Agentic Reinforcement Learning
- Policy Distillation
- Kickstarting Deep Reinforcement Learning
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- RTMC: Step-Level Credit Assignment via Rollout Trees
- MMSearch-R1: Incentivizing LMMs to Search
- TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning
- Qwen3 Technical Report
- Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
- Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
- VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents
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