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Workshop
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Diversity Progress for Goal Selection in Discriminability-Motivated RL
Erik M. Lintunen · Nadia Ady · Christian Guckelsberger
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Poster
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Fri 11:00
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Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
Yuanlin Duan · Guofeng Cui · He Zhu
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Workshop
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A Single Goal is All You Need
Grace Liu · Michael Tang · Benjamin Eysenbach
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Workshop
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Autotelic LLM-based exploration for goal-conditioned RL
Guillaume Pourcel · Thomas Carta · Grgur Kovac · Pierre-Yves Oudeyer
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Workshop
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Variational Learned Priors for Intrinsic Motivation
Jessica Nicholson · Joseph Goodier · Akshil Patel · Özgür Şimşek
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Workshop
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From Laws to Motivation: Guiding Exploration through Law-Based Intrinsic Reasoning and Rewards
Ziyu Chen · Zhiqing Xiao · Xinbei Jiang · Junbo Zhao
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Workshop
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First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
Ben Norman · Jeff Clune
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Workshop
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Fostering Intrinsic Motivation in Reinforcement Learning with Pre-trained Foundation Models
Alain Andres · Javier Del Ser
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Workshop
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Self-Efficacy Update in Reinforcement Learning: Impact on Goal Selection for Q-learning Agents
Jing Li · Angela Radulescu
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Workshop
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Incentivizing Exploration With Causal Curiosity as Intrinsic Motivation
Elias DURAND · Mehdi Khamassi
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Workshop
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SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
Cansu Sancaktar · Christian Gumbsch · Andrii Zadaianchuk · Pavel Kolev · Georg Martius
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Workshop
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Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
Henry Moss · Victor Picheny · Hrvoje Stojic · Sebastian Ober · Artem Artemev · Andrei Paleyes · Sattar Vakili · Stratis Markou · Jixiang Qing · Nasrulloh Loka · Ivo Couckuyt
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