NeurIPS 2024 Workshop IMOL Submissions

Knowledge Retention in Continual Model-Based Reinforcement Learning
Haotian Fu, Yixiang Sun, Michael Littman, George Konidaris
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Prioritizing Compression Explains Human Perceptual Preferences
Francisco M. Lopez, Bertram E. Shi, Jochen Triesch
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Testing causal hypotheses through Hierarchical Reinforcement Learning
Anthony GX-Chen, Dongyan Lin, Mandana Samiei
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Autotelic LLM-based exploration for goal-conditioned RL
Guillaume Pourcel, Thomas Carta, Grgur Kovač, Pierre-Yves Oudeyer
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Empathic Coupling of Homeostatic States for Intrinsic Prosociality
Naoto Yoshida, Kingson Man
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Emergence of Implicit World Models from Mortal Agents
Kazuya Horibe, Naoto Yoshida
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation
Amin Davoodabadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Using adaptive intrinsic motivation in RL to model learning across development
Kai Jappe Sandbrink, Brian Christian, Linas Nasvytis, Christian Schroeder de Witt, Patrick Butlin
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling
Loris Gaven, Thomas Carta, Clément ROMAC, Olivier Sigaud, sylvain lamprier, Pierre-Yves Oudeyer
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Modeling Goal Selection with Program Synthesis
J. Branson Byers, Bonan Zhao, Yael Niv
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
InfiniteKitchen: Cross-environment Cooperation for Zero-shot Multi-agent Coordination
Kunal Jha, Natasha Jaques, Max Kleiman-Weiner
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Does Infantile Attachment Require Intrinsic Reward?
Xi Jia Zhou, Logan Cross, Wanqiao Xu, Nick Haber
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
CONCLAD: COntinuous Novel CLAss Detector
Amanda Sofie Rios, Ibrahima Jacques Ndiour, Parual Datta, Omesh Tickoo, Nilesh Ahuja
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
We Urgently Need Intrinsically Kind Machines
Joshua Tomas Sealth Hewson
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning
Meng Feng, Viraj Parimi, Brian C. Williams
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Unlocking New Strategies: Intrinsic Exploration for Evolving Macro and Micro Actions
Sourav Panda, Aviral Srivastava, Jonathan Dodge
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Empowerment and Causal Learning
Annya Dahmani, Aly Lidayan, Alison Gopnik
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Model-Agnostic Meta-Learning with Open-Ended Reinforcement Learning
Aya Shabbar
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Bayesian Online Non-Stationary Detection for Robust Reinforcement Learning
Alexander Shmakov, Pankaj Rajak, Yuhao Feng, Wojciech Kowalinski, Fei Wang
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Quality-Diversity Self-Play: Open-Ended Strategy Innovation via Foundation Models
Aaron Dharna, Cong Lu, Jeff Clune
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
A role for phasic serotonergic signaling in regulating augmentations during open-ended learning
Caroline Haimerl, Daniel C McNamee
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
Cansu Sancaktar, Christian Gumbsch, Andrii Zadaianchuk, Pavel Kolev, Georg Martius
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Modeling Cognitive Strategies in Teaching
Sevan K Harootonian, Yael Niv, Thomas L. Griffiths, Mark K Ho
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Implementing Human Information-Seeking Behaviour with Action-Agnostic Bayesian Surprise
Emmanuel Daucé, Hamza O.K. El Hallaoui, Andrea Brovelli
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Incentivizing Exploration With Causal Curiosity as Intrinsic Motivation
Elias AOUN DURAND, Mehdi Khamassi
- Published: 09 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone