Figure 2: Path-Gradient-Planning - Situational Gradient Norms
Path-Gradient Norms for Grid-world environments show in Figure 1.E-OEach frame represents the heat-map of gradient norms for each state over training steps. Gradients were computed using Path-Gradient Planning with situational focus.
Francesco Trapani (16642515)
core +1 more source
Dynamic stability of climate-growth relationships in <i>Picea crassifolia</i> in the Qilian Mountains: the modulating role of elevation gradient and time-varying characteristics. [PDF]
Zhao J +11 more
europepmc +1 more source
Plant agronomy, leaf ecophysiology, yield and quality data of interspecific grafted Coffea arabica across an elevation gradient. [PDF]
Koutouleas A +6 more
europepmc +1 more source
Thermomechanical fatigue tests of laser beam powder bed fusion (PBF‐LB) Inconel 718 show that the additively manufactured material reaches almost the lifetimes of conventionally‐rolled material under no‐dwell conditions. Introducing dwell times at the maximum temperature markedly reduces the lifetimes due to pronounced grain boundary sliding associated
Stefan Guth +6 more
wiley +1 more source
Nutrient limitation shapes functional traits of mycorrhizal fungi and phosphorus-cycling bacteria across an elevation gradient. [PDF]
Shulman HB +8 more
europepmc +1 more source
Vegetation structure and aboveground biomass of Páramo peatlands along a high-elevation gradient in the northern Ecuadorian Andes. [PDF]
Suárez E +7 more
europepmc +1 more source
A simplified thermoplastic pultrusion model is developed to predict thermal fields in glass fiber/polyethylene terephthalate (GF/PET) composites with reduced computational cost. By combining effective material homogenization, validation against literature data, and Gaussian‐process‐based optimization, the study reveals how heating limits, pulling speed,
Elder Soares +3 more
wiley +1 more source
Drivers of Centipede and Spider Diversity and Biomass Along an Elevation Gradient on Changbai Mountain, China. [PDF]
Wan Z +5 more
europepmc +1 more source
Environmental heterogeneity determines beta diversity and species turnover for woody plants along an elevation gradient in subtropical forests of China. [PDF]
Jiang L +7 more
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source

