credit assignment

Feedback control guides credit assignment in recurrent neural networks NeurIPS 2024 From Past to Future: Rethinking Eligibility Traces AAAI 2024 Hindsight PRIORs for Reward Learning from Human Preferences ICLR 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 Learning the Expected Core of Strictly Convex Stochastic Cooperative Games NeurIPS 2024 Mastering Memory Tasks with World Models ICLR 2024 Reasoning with Latent Diffusion in Offline Reinforcement Learning ICLR 2024 Reflective Multi-Agent Collaboration based on Large Language Models NeurIPS 2024 Reinforcing LLM Agents via Policy Optimization with Action Decomposition NeurIPS 2024 Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution ICLR 2024 STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024 TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024 Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023 Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NeurIPS 2023 DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NeurIPS 2023 Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NeurIPS 2023 Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL NeurIPS 2023 Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning ACML 2023 Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023 Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach NeurIPS 2023 Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023 Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023 Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets NeurIPS 2023 Multi-Agent Automated Machine Learning CVPR 2023