NeurIPS 2024 Workshop IMOL Submissions

A meta unit for co-constructing a computational scaffold model to guide human motor learning
Alexandra Moringen, Sascha Fleer, Kristina Yordanova
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards
Ziyu Chen, Zhiqing Xiao, Xinbei Jiang, Junbo Zhao
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Bridging Natural Language and Emergent Representation in Hierarchical Reinforcement Learning
Zihe Ji, Sao Mai Nguyen, Mehdi Zadem
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Diversity Progress for Goal Selection in Discriminability-Motivated RL
Erik M. Lintunen, Nadia M. Ady, Christian Guckelsberger
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
The Agent-Environment Boundary
Dhawal Gupta
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Dreaming Learning
Alessandro Londei, Matteo Benati, Denise Lanzieri, Vittorio Loreto
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
Ben Norman, Jeff Clune
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Self-Efficacy Update in Reinforcement Learning: Impact on Goal Selection for Q-learning Agents
Jing Li, Angela Radulescu
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Local Ridge Regression Resets Mitigate Plasticity Loss
Nitin Jain, Georg Martius, Marin Vlastelica
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng, Jens Tuyls, Joanne Peng, Benjamin Eysenbach
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Skill Disentanglement in Reproducing Kernel Hilbert Space
Vedant Dave, Elmar Rueckert
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models
Alain Andres, Javier Del Ser
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Enhanced Exploration via Variational Learned Priors
Jessica Nicholson, Joseph S Goodier, Akshil Patel, Özgür Şimşek
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Playful and Exploratory Behavior from the Maximum Occupancy Principle
Chiara Mastrogiuseppe, Rubén Moreno-Bote
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Hierarchical Orchestra of Policies
Thomas P Cannon, Özgür Şimşek
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Toward Universal and Interpretable World Models for Open-ended Learning Agents
Lancelot Da Costa
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Representing Positional Information in Generative World Models for Object Manipulation
Stefano Ferraro, Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt, Sai Rajeswar
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
A Multi-agent Reinforcement Learning Study of Evolution of Communication and Teaching under Libertarian and Utilitarian Governing Systems
Aslan Satary Dizaji
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
A Single Goal is All You Need
Grace Liu, Michael Tang, Benjamin Eysenbach
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Episodic Novelty Through Temporal Distance
Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Bo XU, Jun Yang, Bin Liang, Chongjie Zhang, Qianchuan Zhao
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
Maxence Faldor, Jenny Zhang, Antoine Cully, Jeff Clune
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
The Creative Act: Effective Exploration by Seeking Surprise
Julia Minarik
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone