AI4GCC-Team – Below Sea Level: Score and Real World Relevance

07/26/2023
by   Phillip Wozny, et al.
0

As our submission for track three of the AI for Global Climate Cooperation (AI4GCC) competition, we propose a negotiation protocol for use in the RICE-N climate-economic simulation. Our proposal seeks to address the challenges of carbon leakage through methods inspired by the Carbon Border Adjustment Mechanism (CBAM) and Climate Clubs (CC). We demonstrate the effectiveness of our approach by comparing simulated outcomes to representative concentration pathways (RCP) and shared socioeconomic pathways (SSP). Our protocol results in a temperature rise comparable to RCP 3.4/4.5 and SSP 2. Furthermore, we provide an analysis of our protocol's World Trade Organization compliance, administrative and political feasibility, and ethical concerns. We recognize that our proposal risks hurting the least developing countries, and we suggest specific corrective measures to avoid exacerbating existing inequalities, such as technology sharing and wealth redistribution. Future research should improve the RICE-N tariff mechanism and implement actions allowing for the aforementioned corrective measures.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/17/2021

A large-scale bibliometric analysis of global climate change research between 2001 and 2018

Global climate change is attracting widespread scientific, political, an...
research
03/31/2023

Exploring Global Climate Cooperation through AI: An Assessment of the AI4GCC Framework by simulations

In scenarios where a single player cannot control other players, coopera...
research
11/28/2021

P4AI: Approaching AI Ethics through Principlism

The field of computer vision is rapidly evolving, particularly in the co...
research
07/26/2023

Dynamic Grouping for Climate Change Negotiation: Facilitating Cooperation and Balancing Interests through Effective Strategies

In this paper, we propose a dynamic grouping negotiation model for clima...
research
07/26/2023

Improving International Climate Policy via Mutually Conditional Binding Commitments

The Paris Agreement, considered a significant milestone in climate negot...
research
03/09/2022

Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process

The causal mechanism between climate and political violence is fraught w...

Please sign up or login with your details

Forgot password? Click here to reset