Inductive Biases in RL

19 posts

Inductive Biases in RL

Inductive Biases in RL

@ibrlworkshop

Official account for the Inductive Biases in Reinforcement Learning (IBRL) Workshop at @RL_Conference 2025

Entrou em Mart 2025
16 Seguindo103 Seguidores
Roberta Raileanu
Roberta Raileanu@robertarail·
Excited to be in Edmonton for the @RL_Conference this week! Today I’ll be at @ibrlworkshop and @rlvg2025 giving two workshop talks and participating in the panels. Stop by to say hello! 📍 Inductive Biases in RL Workshop ⏰ 9:15am 🤖 LLM Whispers: Injecting Human Priors into RL Agents 📍 RL and Video Games Workshop ⏰ 2pm 🕹️ NetHack: A Grand Challenge for RL and LLM Agents Alike
Inductive Biases in RL@ibrlworkshop

🗓️ The IBRL Workshop kicks off tomorrow! 🎉 Join us at @RL_Conference @UAlberta to explore how Inductive Biases can boost 🚀 the performance of RL agents. 📄 Accepted papers: sites.google.com/view/ibrl-work… 📅 Full schedule: sites.google.com/view/ibrl-work… #ReinforcementLearning #RLC2025

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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
Due to unfortunate circumstances, @g_sokar won’t be able to join us at the IBRL Workshop. We’re grateful that her fantastic collaborator, Pablo Samuel Castro (@pcastr) from Google DeepMind, will deliver the talk in person on her behalf tomorrow! 🙌
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
⏰ Less than 48 hours left for submitting your work at the IBRL Workshop! 🚀 We remark that three papers will be accepted as spotlights and will have the opportunity to give a 10-minute presentation before the poster session! 🔗 OpenReview portal: openreview.net/group?id=rl-co…
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
📢 Reminder: Call for Papers for IBRL Workshop (@RL_Conference ) 🚀 🗓️ Deadline: May 30 AoE 🤖 Topics: Abstractions and structured policies, generalization, relational biases and representations, biases for robotics, future directions, and more 🔗 Portal: openreview.net/group?id=rl-co…
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
🤖 Topics: Abstractions and structured policies, generalization, relational biases and representations, biases for robotics, future directions, and more!
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
Revealing our 4th Keynote! 🎤 Marlos C. Machado, Assistant Professor at Alberta University, Canada CIFAR AI Chair, and Fellow at Amii, will speak on "Representation-driven Option Discovery in Reinforcement Learning" — exploring inductive biases through representation learning
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
Introducing our 3rd Keynote 🎤 Ghada Sokar, Research Scientist at Google DeepMind and Adjunct Professor at Tu/e, will speak on "Network Plasticity and Scalability in Deep Reinforcement Learning" — exploring model adaptation and continuous learning under non-stationary conditions
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
Revealing our 2nd keynote!🎤 Roberta Raileanu (rraileanu.github.io), Research Scientist at Meta and Honorary Lecturer at UCL, will talk about “LLM Whispers: Injecting Human Priors into RL Agents" — exploring LLMs as proxies of inductive biases for feedback, skill design, ...
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Inductive Biases in RL@ibrlworkshop·
Announcing our first keynote! 🎤 Natasha Jaques (natashajaques.ai), Assistant Professor at the University of Washington and Senior Research Scientist at Google DeepMind, will speak on “Social Reinforcement Learning” — exploring multi-agent and human-AI interactions.
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Inductive Biases in RL
Inductive Biases in RL@ibrlworkshop·
📢 The Call for Papers for the IBRL workshop is now open! 🚀 🤖 Topics: abstractions and structured policies, generalization, relational biases and representations, biases for robotics, future directions, and more 🗓️ Submission Deadline: 30th May 2025, AoE 📙 Format: 4-8 pages
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@robertarail @RL_Conference @rlvg2025 @g_sokar @pcastr @UAlberta @beufifa @elonmusk