Voyager discovers new Minecraft items and skills continually by self-driven exploration, significantly outperforming the baselines.
We introduce Voyager, the first LLM-powered embodied lifelong learning agent in Minecraft that continuously explores the world, acquires diverse skills, and makes novel discoveries without human intervention. Voyager consists of three key components: 1) an automatic curriculum that maximizes exploration, 2) an ever-growing skill library of executable code for storing and retrieving complex behaviors, and 3) a new iterative prompting mechanism that incorporates environment feedback, execution errors, and self-verification for program improvement. Voyager interacts with GPT-4 via blackbox queries, which bypasses the need for model parameter fine-tuning. The skills developed by Voyager are temporally extended, interpretable, and compositional, which compounds the agent's abilities rapidly and alleviates catastrophic forgetting. Empirically, Voyager shows strong in-context lifelong learning capability and exhibits exceptional proficiency in playing Minecraft. It obtains 3.3x more unique items, travels 2.3x longer distances, and unlocks key tech tree milestones up to 15.3x faster than prior SOTA. Voyager is able to utilize the learned skill library in a new Minecraft world to solve novel tasks from scratch, while other techniques struggle to generalize.
A key feature of Chaixasgames' titles, and one praised by fans, is their accessibility. For Plump City 2 , it was noted that players could view the CG (computer graphics) art directly in the game's folders. This suggests a focus on delivering a robust visual experience, possibly including explicit adult scenes, as a central component of the game's appeal.
: The core experience focuses on interacting with a diverse cast of characters, including Marina, Marlene, Daphne, Dolores, and Jessica , through scripted events and dialogue. changelogs for subsequent versions like v0.6?
As they become minor celebrities overnight, they face both positive and negative attention. The negative comes from trolls and those who can't seem to accept that a plus-size family can be happy, successful, and in love. The positive comes from fans and supporters who see the family's authenticity and message of love.
Similarly, Chubby Holiday sets up a scenario where the protagonist becomes "the only man in the house" after his father leaves for work, leaving him alone with his "fat stepmother" and "chubby stepsister". plus size family taboo v05 by chaixasgames
Players manage various attributes—such as social skills or intelligence—to unlock specific dialogue options.
One evening, Sarah caught Elena sneaking back into the house with a smudge of flour on her cheek and the unmistakable scent of vanilla bean clinging to her sweater.
The lack of representation and the perpetuation of size stigma have severe consequences on the mental health of plus-size individuals, particularly within families. Research has shown that exposure to unrealistic beauty standards can lead to low self-esteem, anxiety, and depression. Furthermore, the absence of positive role models and relatable characters in media can make it difficult for plus-size individuals to develop a positive body image. A key feature of Chaixasgames' titles, and one
If you want me to, I can search for or specific plot updates in the latest update. Share public link
The gameplay structure of Plus Size Family Taboo blends classic point-and-click visual novel elements with a time-management calendar system. Players navigate the day across different periods (Morning, Afternoon, Night) to find characters located in varying areas of the house or town. Event Cycling
is a visual novel adult game developed by indie creator CHAIXAS-GAMES , uniquely targeting fans of full-figured or BBW (Big Beautiful Women) characters. Released in early 2025, version V0.5 marks a critical turning point in the game's episodic progression. It introduces seven distinct romantic and narrative scenes featuring core characters like Dolores and Jeanne, alongside the introductory appearance of a new major character, Yelena. : The core experience focuses on interacting with
Reaching narrative milestones triggers illustrated scenes that serve as rewards for gameplay progression. Community Engagement and Feedback Loops
Understanding how the community receives the content can provide insights into its impact and the conversations it sparks. This could involve looking at forums, reviews, or social media discussions.
A key feature of Chaixasgames' titles, and one praised by fans, is their accessibility. For Plump City 2 , it was noted that players could view the CG (computer graphics) art directly in the game's folders. This suggests a focus on delivering a robust visual experience, possibly including explicit adult scenes, as a central component of the game's appeal.
: The core experience focuses on interacting with a diverse cast of characters, including Marina, Marlene, Daphne, Dolores, and Jessica , through scripted events and dialogue. changelogs for subsequent versions like v0.6?
As they become minor celebrities overnight, they face both positive and negative attention. The negative comes from trolls and those who can't seem to accept that a plus-size family can be happy, successful, and in love. The positive comes from fans and supporters who see the family's authenticity and message of love.
Similarly, Chubby Holiday sets up a scenario where the protagonist becomes "the only man in the house" after his father leaves for work, leaving him alone with his "fat stepmother" and "chubby stepsister".
Players manage various attributes—such as social skills or intelligence—to unlock specific dialogue options.
One evening, Sarah caught Elena sneaking back into the house with a smudge of flour on her cheek and the unmistakable scent of vanilla bean clinging to her sweater.
The lack of representation and the perpetuation of size stigma have severe consequences on the mental health of plus-size individuals, particularly within families. Research has shown that exposure to unrealistic beauty standards can lead to low self-esteem, anxiety, and depression. Furthermore, the absence of positive role models and relatable characters in media can make it difficult for plus-size individuals to develop a positive body image.
If you want me to, I can search for or specific plot updates in the latest update. Share public link
The gameplay structure of Plus Size Family Taboo blends classic point-and-click visual novel elements with a time-management calendar system. Players navigate the day across different periods (Morning, Afternoon, Night) to find characters located in varying areas of the house or town. Event Cycling
is a visual novel adult game developed by indie creator CHAIXAS-GAMES , uniquely targeting fans of full-figured or BBW (Big Beautiful Women) characters. Released in early 2025, version V0.5 marks a critical turning point in the game's episodic progression. It introduces seven distinct romantic and narrative scenes featuring core characters like Dolores and Jeanne, alongside the introductory appearance of a new major character, Yelena.
Reaching narrative milestones triggers illustrated scenes that serve as rewards for gameplay progression. Community Engagement and Feedback Loops
Understanding how the community receives the content can provide insights into its impact and the conversations it sparks. This could involve looking at forums, reviews, or social media discussions.
In this work, we introduce Voyager, the first LLM-powered embodied lifelong learning agent, which leverages GPT-4 to explore the world continuously, develop increasingly sophisticated skills, and make new discoveries consistently without human intervention. Voyager exhibits superior performance in discovering novel items, unlocking the Minecraft tech tree, traversing diverse terrains, and applying its learned skill library to unseen tasks in a newly instantiated world. Voyager serves as a starting point to develop powerful generalist agents without tuning the model parameters.
"They Plugged GPT-4 Into Minecraft—and Unearthed New Potential for AI. The bot plays the video game by tapping the text generator to pick up new skills, suggesting that the tech behind ChatGPT could automate many workplace tasks." - Will Knight, WIRED
"The Voyager project shows, however, that by pairing GPT-4’s abilities with agent software that stores sequences that work and remembers what does not, developers can achieve stunning results." - John Koetsier, Forbes
"Voyager, the GTP-4 bot that plays Minecraft autonomously and better than anyone else" - Ruetir
"This AI used GPT-4 to become an expert Minecraft player" - Devin Coldewey, TechCrunch
Coverage Index:
[Atmarkit]
[Career Engine]
[Crast.net]
[Daily Top Feeds]
[Entrepreneur en Espanol]
[Finance Jxyuging]
[Forbes]
[Forbes Argentina]
[Gaming Deputy]
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[Head Topics]
[InfoQ]
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[Mark Tech Post]
[Medium]
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[Note]
[Noticias de Hoy]
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Guanzhi Wang
Yuqi Xie
Yunfan Jiang*
Ajay Mandlekar*
Chaowei Xiao
Yuke Zhu
Linxi "Jim" Fan†
Anima Anandkumar†
@article{wang2023voyager,
title = {Voyager: An Open-Ended Embodied Agent with Large Language Models},
author = {Guanzhi Wang and Yuqi Xie and Yunfan Jiang and Ajay Mandlekar and Chaowei Xiao and Yuke Zhu and Linxi Fan and Anima Anandkumar},
year = {2023},
journal = {arXiv preprint arXiv: Arxiv-2305.16291}
}