conftrace_

credit assignment

112 papers

Explore in graph

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

Credit Assignment and Fine-Tuning Enhanced Reinforcement Learning for Collaborative Spatial Crowdsourcing IJCAI 2025
Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024
Episodic Return Decomposition by Difference of Implicitly Assigned Sub-trajectory Reward AAAI 2024
From Past to Future: Rethinking Eligibility Traces AAAI 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NIPS 2024
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games NIPS 2024
Feedback control guides credit assignment in recurrent neural networks NIPS 2024
TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024
Reinforcing LLM Agents via Policy Optimization with Action Decomposition NIPS 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024
Reflective Multi-Agent Collaboration based on Large Language Models NIPS 2024
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NIPS 2023
Multi-Agent Automated Machine Learning CVPR 2023
Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NIPS 2023
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach NIPS 2023
Quantile Credit Assignment ICML 2023
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023
N$\text{A}^{\text{2}}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023
Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023
Towards a Better Understanding of Learning with Multiagent Teams IJCAI 2023
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NIPS 2023