Search Results for "compact"

...It explores how high-dimensional action spaces can be decomposed into structured primitives that can be learned, composed, and reused across different tasks. The core idea is to enable agents to generalize learned behavior by representing continuous control policies in a compact, interpretable form that preserves smoothness and controllability. The project includes implementations that experiment with policy encoding, action decomposition techniques, and sample efficiency analysis in classic reinforcement learning environments. By organizing action outputs into meaningful, lower-dimensional manifolds, MapCN attempts to improve both learning convergence and transfer performance when compared to unguided continuous control baselines.

LatentMAS is an advanced framework for multi-agent reinforcement learning (MARL) that uses latent variable modeling to bridge perception and decision-making in environments where agents must coordinate under uncertainty. It provides mechanisms for agents to learn high-level latent representations of states, which simplifies complex sensory inputs into compact, actionable embeddings that facilitate both individual policy learning and inter-agent coordination. Using this latent space, the framework enables Multi-Agent Systems (MAS) to scale more effectively in environments with high dimensionality — such as robotics, simulated physics tasks, and strategic games — by reducing redundant learning burdens and focusing agent exploration. ...

...The project emphasizes simplicity and flexibility by letting contributors focus on the data — defining dates, labels, descriptions, links, and media — while timelinize handles rendering, layout, and interactivity in a polished browser experience. It supports multiple visualization styles, such as chronological horizontal views and compact vertical modes, so you can tailor output to fit different screen sizes and content density. With automatic linking between events and optional categories or tags, timelines become easier to navigate and filter for large datasets, making this tool practical for history projects, product roadmaps, research archives, or personal journals.

PDF Guru is a simple in use program for merging multiple images and PDF files into a single compact PDF file. It is capable of selecting specific PDF pages or range of pages, which lets you have more control on the output file. Be able to produce compacted, smaller sized files in any operating system. Its features makes it a great, must have, tool for everyone.

Efficiently create compact, highly customizable tree layouts - Based on Walker's algorithm with enhancements suggested by Buchheim, Jünger, and Leipert the software builds tree layouts in linear time. I.e. even trees with many nodes are built fast. Downloads are available at https://sourceforge.net/projects/treelayout/files/. For detailed documentation look at the TreeLayout web site http://treelayout.sourceforge.net/.

The javascript program creates 2D barcode symbols of Data Matrix, Aztec and QR code in vector graphic. + Creates Data Matrix in square or rectangular pattern. + Creates QR or micro QR bar code symbols. + Creates Aztec, compact Aztec or Aztec rune bar codes. + Scalable Vector Graphic or PNG/GIF pixel image output. + One short and compact program for all barcodes. + Automatic mode encoding and barcode size selection. + Algorithm could be easily adapted to individual requirements. + Free and open-source software program. – no size optimization for mixed data types in one symbol...

Xelem is a compact Java-library to read and write Excel files of type SpreadsheetML. It can produce sophisticated, intricate and complex spreadsheets from within any Java program. And, since the release of xelem.2.0, it can read xml-spreadsheets.

...A simulation of what can be seen in the camera viewfinder is also shown in 3D. The application was inspired by my Nikon D5100, even if the user can set information and use this program selecting among hundreds of compact or DSLR camera models.

Slovak-English,English-Slovak dictionary,written in Perl.There is installator for Windows and deb package for Debian/Ubuntu.Requeries GTK 2 to be present on the system. On Linux you need beside symphaty also libclipboard, this is included in zip

A compact (23 classes) yet powerful Java 2D graph visualization library for realtime data. Features: Efficient updates, zooming, scrolling, graph overlay/stack/distro, line, point & bar customization, labels, linear & logarithmic scaling, and more.

JenovaScheduler is a notes, to-do's, and tasks reminder application, that allows a compact management of multiple notes on a single and simple window, adding email or simple "on screen" messages reminders or notifications capabilities.

A compact C++ application that allows you to convert from Macintosh(R) format source code to PC Comptabile source-code. Mainly to convert line-feeds. It will work on an entire directory structure scanning all folders and sub-folders.

The Alpine Financial Toolkit is a program to help see the big picture. It allows users to see their assets in a compact, meaningful form while still providing powerful tools to organize and plan for the future.

The DeTally project is about creating a compact, modular, multi-lingual, accounting package for the accounting systems in India.