conftrace_

credit assignment

112 papers

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Co-occurring keywords

reinforcement learning (4352) multi-agent reinforcement learning (538) large language model (13587) policy gradient (520) recurrent neural network (1790) policy optimization (657) value decomposition (31) multi-agent system (1819) reward shaping (110) cooperative game (75)

Papers

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026

Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning ACL 2026

Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents ACL 2026

Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization ACL 2026

SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026

Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection ACL 2026

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation ACL 2026

Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training ACL 2026

Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026

AT²PO: Agentic Turn-based Policy Optimization via Tree Search ACL 2026

MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026

AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ACL 2026

Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ACL 2026

Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ACL 2026

Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs ACL 2026

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching ACL 2026

TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization ACL 2026

Reinforced Efficient Reasoning via Semantically Diverse Exploration ACL 2026

SkillGen: Learning Domain Skills for In-Context Sequential Decision Making AAAI 2026

SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning AAAI 2025

T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025

Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025

Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning IJCAI 2025

RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025