Concepedia

Credit Assignment For Collective Multiagent RL With Global Rewards

Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) · 2018 · 62 citations · 25 references

Open access

Concepts

ComputingAutonomous SystemsDecision TheoryMarkov Decision ProcessesSwarm RoboticsCollective Decision-makingMulti-agent SystemsReinforcement LearningReinforcement Learning FoundationsConvergenceCredit AssignmentCredit Assignment In Multi-agent SystemsFleet OptimizationMulti-agent Credit AssignmentMulti-agent LearningMultiagent ControlPartial Observability

Abstract

National Research Foundation (NRF) Singapore under its Corp Lab @ University scheme; Fujitsu Limited

References

25

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Collaborative Multiagent Reinforcement Learning by Payoff Propagation

Jelle R. Kok, Nikos Vlassis · UvA-DARE (University of Amsterdam) · 2006 · 293 citations · Full text

Computing, Computer Science, Distributed Systems +15