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Aslan's Projects

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

algonauts_2023 icon algonauts_2023

Load and model the brain data of the Algonauts Project 2023 Challenge.

architect-builder-env icon architect-builder-env

Environments for the experiments of the paper Learning to Guide and to Be Guided in the Architect-Builder Problem

bimt icon bimt

Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.

chat-with-any-data-app icon chat-with-any-data-app

Chatbot app to chat with any source of data (doc, url, ...) leveraging LLMs, LangChain, and Gradio.

chat_with_data_app icon chat_with_data_app

Chatbot app & Talking ChatBot to any source of data leveraging OpenAI and LangChain

chatarena icon chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

climate-cooperation-competition icon climate-cooperation-competition

AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N. ai4climatecoop.org

cocoa icon cocoa

Code accompanying the paper "Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis"

codebase icon codebase

MARL-Book's official codebase repo. www.marl-book.com

commonsgame icon commonsgame

An OpenAI gym multi-agent environment implementing the Commons Game proposed in "A multi-agent reinforcement learning model of common-pool resource appropriation"

continuous_state_sa icon continuous_state_sa

Code for running experiments involving learning state abstractions for continuous state RL problems.

cpr-appropriation icon cpr-appropriation

Solutions to the Harvest CPR appropriation problem with policy gradient methods and social learning, for Autonomous and Adaptive Systems class at UNIBO

datachad icon datachad

Ask questions about any data source by leveraging langchains

decentralized-rl icon decentralized-rl

Decentralized Reinforcment Learning: Global Decision-Making via Local Economic Transactions (ICML 2020)

deer icon deer

DEEp Reinforcement learning framework

diplomacy_cicero icon diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

diplomacy_searchbot icon diplomacy_searchbot

Code to accompany "Human-Level Performance in No-Press Diplomacy via Equilibrium Search", published at ICLR 2021

dm_nevis icon dm_nevis

NEVIS'22: Benchmarking the next generation of never-ending learners

dnnforvpl icon dnnforvpl

Training a deep neural network on Gabor stimuli having a variable task-irrelevant feature increases generalization performance of the network

ecoevojax icon ecoevojax

Code for the paper "Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent Environments"

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