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process reward model (2) depth-limited search (1) bi-directional rewarding (1) large language model (1) outcome reward model (1) llm-based agent (1) test-time scaling (1) multi-step reasoning (1) imperfect information game (1) a* algorithm (1)

Papers

AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Better Process Supervision with Bi-directional Rewarding Signals ACL 2025 Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ICLR 2025 Look-ahead Search on Top of Policy Networks in Imperfect Information Games IJCAI 2024