GUTS: Generalized Uncertainty-Aware Thompson Sampling for Multi-Agent Active Search.
Nikhil Angad BakshiTejus GuptaRamina GhodsJeff SchneiderPublished in: CoRR (2023)
Keyphrases
- multi agent
- search space
- search efficiency
- search algorithm
- multi agent systems
- search strategy
- sampling theorem
- inherent uncertainty
- sampling strategy
- reinforcement learning
- nearest neighbor
- intelligent agents
- monte carlo
- learning algorithm
- search strategies
- solution space
- information seeking
- random sampling
- coalition formation
- markov chain monte carlo
- probability distribution
- agent oriented
- data structure
- bayesian networks