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Decision Making Python Packages

Python packages with the GitHub topic decision-making. Sorted by relevance, with stars and monthly downloads.
pytorch
torchrl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

1.6M 3K 455
emukit
emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

41K 655 132
pytorch
torchrl-nightly

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

40K 3K 455
flatland-association
flatland-rl

The Flatland Framework is a multi-purpose environment to tackle problems around resilient resource allocation under uncertainty. It is designed to be a flexible and method agnostic to solve a wide range of problems in the field of operations research and reinforcement learning.

3K 64 19
xiongwc
abtree

Asynchronous behavior tree framework with behavior forest collaboration,built on Python asyncio for multi-agent systems and autonomous decision-making.

2K 2 0
airbus
scikit-decide

The AI framework for Reinforcement Learning, Automated Planning and Scheduling

2K 194 30
ahmadvh
octochains

A lightweight, zero-dependency Python framework for parallel, isolated, collaborative AI reasoning.

1K 336 144
KIT-MRT
arbitration-graphs

Hierarchical behavior models for complex decision-making and behavior generation in robotics

1K 30 1
scope-lab-vu
ns-gym

A simulation toolkit for non-stationary Markov decision processes

1K 11 2
Dyalwayshappy
spice-runtime

Spice core runtime framework

834 136 8
AlexVasegaard
eospython

EOS is a set of functions (intended to be a package) that encompases everything within a centralized Earth Observation Satellite scheduling system in terms of Scenario generation, problem setup, solution approach, decision maker preference integration.

560 9 2
jason-chao
magi-core

Multi-Agent Group Intelligence: orchestrate a council of LLMs to deliberate on complex questions

526 1 0
MahammadNuriyev62
znum

Z number for fuzzy calculations

524 0 0
lawcontinue
agora-core

Agora — The only multi-agent framework with built-in governance. Voting, veto power, precedent system, constitutional constraints.

435 0 0
trr318
scikit-psl

Probabilistic Scoring List classifier

388 18 5
enlite-ai
maze-rl

Maze Applied Reinforcement Learning Framework

323 289 12
X-LANCE
mobile-env-rl

A Universal Platform for Training and Evaluation of Mobile Interaction

311 62 6
alex-87
qaekwy

A modern, open-source Python framework for declarative constraint programming and combinatorial optimization.

275 10 1
bassrehab
artemis-agents

Production-ready multi-agent debate framework with adaptive evaluation and safety monitoring

272 0 0
zachdwight
false-feet-algorithm

False Feet Algorithm: Multi-branch hypothesis evaluation with inverse resource allocation. Solves complex problems through adaptive reasoning—includes mystery solver demo + generic framework for any domain.

250 0 0
Dyalwayshappy
spice-personal

SPICE Personal reference product and CLI

241 11 4
liuzuxin
fast-safe-rl

A Fast and Modularized Implementation of Safe Reinforcement Learning Algorithms in PyTorch

225 247 33
jomy-kk
longtermbiosignals

Python library for easy managing and processing of large Long-Term Biosignals. Based on top of Biosspy.

217 7 1
agentralabs
agentic-planning

Persistent intention infrastructure — goals, decisions, commitments, and strategic reasoning for AI agents

210 3 2
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