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

Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NIPS 2023
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment NIPS 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL NIPS 2023
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NIPS 2023
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NIPS 2022
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass ICML 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ICML 2022
Minimizing Control for Credit Assignment with Strong Feedback ICML 2022
Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022
Learning to Branch with Tree MDPs NIPS 2022
Distinguishing Learning Rules with Brain Machine Interfaces NIPS 2022
Multiagent Q-learning with Sub-Team Coordination NIPS 2022
Disentangling Controlled Effects for Hierarchical Reinforcement Learning CLEAR 2022
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022
Trajectory balance: Improved credit assignment in GFlowNets NIPS 2022
Learning by Competition of Self-Interested Reinforcement Learning Agents AAAI 2022
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022
The least-control principle for local learning at equilibrium NIPS 2022
Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NIPS 2022
Credit Assignment Through Broadcasting a Global Error Vector NIPS 2021
Expected Eligibility Traces AAAI 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
Credit Assignment in Neural Networks through Deep Feedback Control NIPS 2021