output
20032026
most citedLSTM: A Search Space Odyssey

7.1k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021 · cs.AIShow all

4 papers · 2 filters

cs.AI2021

Multi-Agent Inverse Reinforcement Learning: Suboptimal Demonstrations and Alternative Solution Concepts

Sage Bergerson

Multi-agent inverse reinforcement learning (MIRL) can be used to learn reward functions from agents in social environments. To model realistic social dynamics, MIRL methods must ac…

cs.AI2021★ 1 cited

A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman Problem

Umberto Junior Mele, Luca Maria Gambardella, Roberto Montemanni

Recent systems applying Machine Learning (ML) to solve the Traveling Salesman Problem (TSP) exhibit issues when they try to scale up to real case scenarios with several hundred ver…

cs.AI2021★ 2 cited

A Flawed Dataset for Symbolic Equation Verification

Ernest Davis

Arabshahi, Singh, and Anandkumar (2018) propose a method for creating a dataset of symbolic mathematical equations for the tasks of symbolic equation verification and equation comp…

cs.AI2021

Game Mechanic Alignment Theory and Discovery

Michael Cerny Green, Ahmed Khalifa, Philip Bontrager +2

We present a new concept called Game Mechanic Alignment theory as a way to organize game mechanics through the lens of systemic rewards and agential motivations. By disentangling p…