Dialogue shaping: Empowering agents through npc interaction

W Zhou, X Peng, M Riedl - arXiv preprint arXiv:2307.15833, 2023 - arxiv.org
One major challenge in reinforcement learning (RL) is the large amount of steps for the RL
agent needs to converge in the training process and learn the optimal policy, especially in …

Ambient adventures: Teaching chatgpt on developing complex stories

Z Chen, E Zhou, K Eaton, X Peng, M Riedl - arXiv preprint arXiv …, 2023 - arxiv.org
Imaginative play is an area of creativity that could allow robots to engage with the world
around them in a much more personified way. Imaginary play can be seen as taking real …

Thespian: Multi-Character Text Role-Playing Game Agents

C Cui, X Peng, M Riedl - arXiv preprint arXiv:2308.01872, 2023 - arxiv.org
Text-adventure games and text role-playing games are grand challenges for reinforcement
learning game playing agents. Text role-playing games are open-ended environments …

PLUGH: A Benchmark for Spatial Understanding and Reasoning in Large Language Models

A Tikhonov - arXiv preprint arXiv:2408.04648, 2024 - arxiv.org
We present PLUGH (https://www. urbandictionary. com/define. php? term= plugh), a modern
benchmark that currently consists of 5 tasks, each with 125 input texts extracted from 48 …

A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds

CZ Cui, X Peng, MO Riedl - arXiv preprint arXiv:2405.06059, 2024 - arxiv.org
Open-ended worlds are those in which there are no pre-specified goals or environmental
reward signal. As a consequence, an agent must know how to perform a multitude of tasks …

FEATURES, PROBLEMS, AND PROSPECTS OF USING ARTIFICIAL INTELLIGENCE IN THE CONTEMPORARY ART FIELD: WRITING, FINE ARTS, VOICE ACTING

В Цисарський - Арт-простір, 2024 - art-space.kubg.edu.ua
This article describes most things related to the rapidly developing Artificial Intelligence
which use Neural networks to create all sorts of stunning things. The article covers what …

[PDF][PDF] Thespian: Multi-Character Text Role-Playing Game Agents

CCX Peng, M Riedl - wordplay-workshop.github.io
Text-adventure games and text role-playing games are grand challenges for reinforcement
learning game playing agents. Text roleplaying games are open-ended environments where …