Kale-ab Tessera (KaleabTessera)

KaleabTessera

Geek Repo

Company:University of Edinburgh

Location:Edinburgh, United Kingdom

Home Page:kaleabtessera.com

Twitter:@KaliTessera

Github PK Tool:Github PK Tool

Kale-ab Tessera's starred repositories

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

Language:Jupyter NotebookLicense:CC-BY-4.0Stargazers:26854Issues:353Issues:1306

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

math-as-code

a cheat-sheet for mathematical notation in code form

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Language:PythonLicense:MITStargazers:11146Issues:68Issues:257

openplayground

An LLM playground you can run on your laptop

Language:TypeScriptLicense:MITStargazers:6125Issues:62Issues:92

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Language:PythonLicense:MITStargazers:6017Issues:39Issues:403

flax

Flax is a neural network library for JAX that is designed for flexibility.

Language:PythonLicense:Apache-2.0Stargazers:5664Issues:84Issues:837

waymax

A JAX-based simulator for autonomous driving research.

Language:PythonLicense:NOASSERTIONStargazers:780Issues:14Issues:54

Miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

Language:PythonLicense:Apache-2.0Stargazers:675Issues:18Issues:59

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Language:Jupyter NotebookLicense:MITStargazers:590Issues:12Issues:8

purejaxrl

Really Fast End-to-End Jax RL Implementations

Language:PythonLicense:Apache-2.0Stargazers:584Issues:12Issues:16

meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

Language:PythonLicense:Apache-2.0Stargazers:546Issues:18Issues:102

anthology-of-modern-ml

Collection of important articles to be treated as a textbook

Language:Jupyter NotebookLicense:MITStargazers:437Issues:13Issues:3

JaxMARL

Multi-Agent Reinforcement Learning with JAX

Language:PythonLicense:Apache-2.0Stargazers:349Issues:11Issues:27

VectorizedMultiAgentSimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

Language:PythonLicense:GPL-3.0Stargazers:267Issues:8Issues:38

robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

Language:PythonLicense:MITStargazers:255Issues:5Issues:24

echo360

Commandline tool for automated downloads of echo360 videos hosted by university

Language:PythonLicense:MITStargazers:249Issues:9Issues:66

DeepRLInTheWorld

From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

BenchMARL

A collection of MARL benchmarks based on TorchRL

Language:PythonLicense:MITStargazers:176Issues:16Issues:14

HomaModule

A Linux kernel module that implements the Homa transport protocol.

awesome-open-ended

Awesome Open-ended AI

rl-generalization-paper

A list of papers regarding generalization in (deep) reinforcement learning

UPDeT

Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotlight)

Language:PythonLicense:MITStargazers:124Issues:3Issues:17

Shimmy

An API conversion tool for popular external reinforcement learning environments

Language:PythonLicense:MITStargazers:123Issues:7Issues:29

og-marl

:battery: Datasets with baselines for offline multi-agent reinforcement learning.

Language:PythonLicense:Apache-2.0Stargazers:93Issues:6Issues:7
Language:Jupyter NotebookStargazers:53Issues:4Issues:0

marl-eval

A tool for aggregating and plotting MARL experiment data.

Language:PythonLicense:Apache-2.0Stargazers:48Issues:5Issues:7
Language:PythonLicense:NOASSERTIONStargazers:11Issues:6Issues:3

Discord-Nvitop

Send nvitop and monitor GPU by discord

Language:PythonLicense:MITStargazers:3Issues:0Issues:0
Language:TypeScriptStargazers:1Issues:0Issues:0