Partial observability and management of ecological systems
Sign Up to like & getrecommendations! Published in 2022 at "Ecology and Evolution"
DOI: 10.1002/ece3.9197
Abstract: Abstract The actual state of ecological systems is rarely known with certainty, but management actions must often be taken regardless of imperfect measurement (partial observability). Because of the difficulties in accounting for partial observability, it… read more here.
Keywords: state; ecological systems; partial observability; observability ... See more keywords
Adaptive management of ecological systems under partial observability
Sign Up to like & getrecommendations! Published in 2018 at "Biological Conservation"
DOI: 10.1016/j.biocon.2018.05.009
Abstract: Abstract Adaptive management has a long history in ecology and conservation. Uncertainty in both the state of a system and the model defining its dynamics are fundamental challenges in adaptive management of complex ecological systems.… read more here.
Keywords: partial observability; adaptive management; ecological systems; systems partial ... See more keywords
Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.034409
Abstract: Assessing the systemic effects of uncertainty that arises from agents' partial observation of the true states of the world is critical for understanding a wide range of scenarios, from navigation and foraging behavior to the… read more here.
Keywords: reinforcement learning; learning dynamics; uncertainty; deterministic reinforcement ... See more keywords
Estimating the Topology of Preferential Attachment Graphs Under Partial Observability
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3211078
Abstract: This work addresses the problem of learning the topology of a network from the signals emitted by the network nodes. These signals are generated over time through a linear diffusion process, where neighboring nodes exchange… read more here.
Keywords: topology; network; partial observability; preferential attachment ... See more keywords
Explainable Robotic Plan Execution Monitoring Under Partial Observability
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DOI: 10.1109/tro.2021.3123840
Abstract: Successful plan generation for autonomous systems is necessary but not sufficient to guarantee reaching a goal state by an execution of a plan. Various discrepancies between an expected state and the observed state may occur… read more here.
Keywords: execution monitoring; state; partial observability; execution ... See more keywords
Assessing the resilience of stochastic dynamic systems under partial observability
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DOI: 10.1371/journal.pone.0202337
Abstract: Resilience is a property of major interest for the design and analysis of generic complex systems. A system is resilient if it can adjust in response to disruptive shocks, and still provide the services it… read more here.
Keywords: partial observability; resilience stochastic; resilience; assessing resilience ... See more keywords