Search Results for author:
Found 8 papers, 5 papers with code
Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains
Partially Observable Markov Decision Processes (POMDPs) inherently gather the information necessary to act optimally under uncertainties.
ZigMa: A DiT-style Zigzag Mamba Diffusion Model
The diffusion model has long been plagued by scalability and quadratic complexity issues, especially within transformer-based structures.
PITA: Physics-Informed Trajectory Autoencoder
To resolve this issue, we propose the novel Physics-Informed Trajectory Autoencoder (PITA) architecture, whichincorporates a physical dynamics model into the loss functionof the autoencoder.
Launch Power Optimization for Dynamic Elastic Optical Networks over C+L Bands
We propose an algorithm for calculating the optimum launch power over the entire C+L bands by maximizing the cumulative link GSNR of a channel plan built upon multiple modulation formats, with application to dynamic EONs.
Minimizing Safety Interference for Safe and Comfortable Automated Driving with Distributional Reinforcement Learning
Despite recent advances in reinforcement learning (RL), its application in safety critical domains like autonomous vehicles is still challenging.
Autonomous Vehicles
Distributional Reinforcement Learning
+2
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
With regard to the wider area of AI/LT platform interoperability, we concentrate on two core aspects: (1) cross-platform search and discovery of resources and services; (2) composition of cross-platform service workflows.
Simple, Fast and Lightweight Parallel Wavelet Tree Construction
The wavelet tree (Grossi et al. [SODA, 2003]) and wavelet matrix (Claude et al. [Inf.
Data Structures and Algorithms
Engineering a Distributed Full-Text Index
The result is that our index answers counting queries up to 5. 5 times faster than the distributed suffix array, while using about the same space.
Data Structures and Algorithms
