CoRL 2026 accepted 687 papers from a record 2,094 submissions, a program chair announced.
The robot-learning conference’s program includes keynotes from Wolfram Burgard, Russ Tedrake and Fei-Fei Li, plus a conversation between Li and Lisa Su, a program chair announced. The program also includes a new Late-Breaking Results track and three early-career keynotes.
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Previously: CoRL 2026 calls for late-breaking results ·
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@GeorgiaChal🔥 #CoRL2026 is officially SOLD OUT! And I’m on my way to Austin! ✈️ What a journey this has been! Together with my amazing fellow Program Chairs, @Majumdar_Ani and @fox_dieter17849, we’ve spent the past year working to make this year’s CoRL something truly special. 📈 A record-breaking 2,094 submissions, with 687 accepted papers showcasing the incredible progress in robot learning! 🌟 An outstanding scientific program, featuring inspiring keynotes from @wolfram_burgard, @RussTedrake, @drfeifei and a special conversation with Fei-Fei Li and @LisaSu! 💡3 Early Career Keynotes to give the spotlight to the next generation of leaders in robot learning @RobobertoMM @negar_mehr @zhaohang0124! 🚀 New initiatives we’re particularly proud of: - A Late-Breaking Results track to bring the freshest ideas and emerging directions into the conversation, including Agentic Robotics and Real2Sim2Real. - A strengthened reviewing structure with Senior Area Chairs to help us manage the growing scale of our community while maintaining scientific rigor. Behind all of this is an extraordinary team of organizers, reviewers, area chairs, volunteers, and researchers who have worked incredibly hard to make it happen. Thank you all! ❤️ 🤝CoRL has grown tremendously, but what makes it special is still the same: a community that brings together bold ideas, rigorous science, and a shared passion for advancing robot learning. I can’t wait to see everyone in Austin, hear the discussions, discover new ideas, and celebrate our community together! We’ve put our hearts into this program. I really hope you enjoy it! ❤️ See you at @corl_conf! 🤖
@LinfengZhaoZLFAt #CoRL2026 this week! Let's chat about: - Problems: Long-horizon, partially observable mobile manipulation, such as cleaning a room - Approaches: Agentic robotics, Retriever, MessyMem, Seeing Is Believing - Data: What we can extract from data and structure to train robot models efficiently (Pix2Act, Action Map Policy) - Benchmarks: Agentic robot capabilities, such as planning, reasoning, perception and grounding - Verification: How to build verifiable feedback I've been thinking that agentic/compositional approaches for robotics are probably on the critical path to general-purpose robots for daily-life tasks, and that's what I've been working toward. If you're around, come say hi and chat!
@GlenBersethOn my way to Austin for #CoRL2026 and everything ML and robotics! Message me to catch up. Also I am looking for postdocs, student, etc.@GeorgiaChal🔥 #CoRL2026 is officially SOLD OUT! And I’m on my way to Austin! ✈️ What a journey this has been! Together with my amazing fellow Program Chairs, @Majumdar_Ani and @fox_dieter17849, we’ve spent the past year working to make this year’s CoRL something truly special. 📈 A record-breaking 2,094 submissions, with 687 accepted papers showcasing the incredible progress in robot learning! 🌟 An outstanding scientific program, featuring inspiring keynotes from @wolfram_burgard, @RussTedrake, @drfeifei and a special conversation with Fei-Fei Li and @LisaSu! 💡3 Early Career Keynotes to give the spotlight to the next generation of leaders in robot learning @RobobertoMM @negar_mehr @zhaohang0124! 🚀 New initiatives we’re particularly proud of: - A Late-Breaking Results track to bring the freshest ideas and emerging directions into the conversation, including Agentic Robotics and Real2Sim2Real. - A strengthened reviewing structure with Senior Area Chairs to help us manage the growing scale of our community while maintaining scientific rigor. Behind all of this is an extraordinary team of organizers, reviewers, area chairs, volunteers, and researchers who have worked incredibly hard to make it happen. Thank you all! ❤️ 🤝CoRL has grown tremendously, but what makes it special is still the same: a community that brings together bold ideas, rigorous science, and a shared passion for advancing robot learning. I can’t wait to see everyone in Austin, hear the discussions, discover new ideas, and celebrate our community together! We’ve put our hearts into this program. I really hope you enjoy it! ❤️ See you at @corl_conf! 🤖@LinfengZhaoZLFAt #CoRL2026 this week! Let's chat about: - Problems: Long-horizon, partially observable mobile manipulation, such as cleaning a room - Approaches: Agentic robotics, Retriever, MessyMem, Seeing Is Believing - Data: What we can extract from data and structure to train robot models efficiently (Pix2Act, Action Map Policy) - Benchmarks: Agentic robot capabilities, such as planning, reasoning, perception and grounding - Verification: How to build verifiable feedback I've been thinking that agentic/compositional approaches for robotics are probably on the critical path to general-purpose robots for daily-life tasks, and that's what I've been working toward. If you're around, come say hi and chat!@GlenBersethOn my way to Austin for #CoRL2026 and everything ML and robotics! Message me to catch up. Also I am looking for postdocs, student, etc.@GeorgiaChal🔥 #CoRL2026 is officially SOLD OUT! And I’m on my way to Austin! ✈️ What a journey this has been! Together with my amazing fellow Program Chairs, @Majumdar_Ani and @fox_dieter17849, we’ve spent the past year working to make this year’s CoRL something truly special. 📈 A record-breaking 2,094 submissions, with 687 accepted papers showcasing the incredible progress in robot learning! 🌟 An outstanding scientific program, featuring inspiring keynotes from @wolfram_burgard, @RussTedrake, @drfeifei and a special conversation with Fei-Fei Li and @LisaSu! 💡3 Early Career Keynotes to give the spotlight to the next generation of leaders in robot learning @RobobertoMM @negar_mehr @zhaohang0124! 🚀 New initiatives we’re particularly proud of: - A Late-Breaking Results track to bring the freshest ideas and emerging directions into the conversation, including Agentic Robotics and Real2Sim2Real. - A strengthened reviewing structure with Senior Area Chairs to help us manage the growing scale of our community while maintaining scientific rigor. Behind all of this is an extraordinary team of organizers, reviewers, area chairs, volunteers, and researchers who have worked incredibly hard to make it happen. Thank you all! ❤️ 🤝CoRL has grown tremendously, but what makes it special is still the same: a community that brings together bold ideas, rigorous science, and a shared passion for advancing robot learning. I can’t wait to see everyone in Austin, hear the discussions, discover new ideas, and celebrate our community together! We’ve put our hearts into this program. I really hope you enjoy it! ❤️ See you at @corl_conf! 🤖@LinfengZhaoZLFAt #CoRL2026 this week! Let's chat about: - Problems: Long-horizon, partially observable mobile manipulation, such as cleaning a room - Approaches: Agentic robotics, Retriever, MessyMem, Seeing Is Believing - Data: What we can extract from data and structure to train robot models efficiently (Pix2Act, Action Map Policy) - Benchmarks: Agentic robot capabilities, such as planning, reasoning, perception and grounding - Verification: How to build verifiable feedback I've been thinking that agentic/compositional approaches for robotics are probably on the critical path to general-purpose robots for daily-life tasks, and that's what I've been working toward. If you're around, come say hi and chat!@GlenBersethOn my way to Austin for #CoRL2026 and everything ML and robotics! Message me to catch up. Also I am looking for postdocs, student, etc.@GeorgiaChal🔥 #CoRL2026 is officially SOLD OUT! And I’m on my way to Austin! ✈️ What a journey this has been! Together with my amazing fellow Program Chairs, @Majumdar_Ani and @fox_dieter17849, we’ve spent the past year working to make this year’s CoRL something truly special. 📈 A record-breaking 2,094 submissions, with 687 accepted papers showcasing the incredible progress in robot learning! 🌟 An outstanding scientific program, featuring inspiring keynotes from @wolfram_burgard, @RussTedrake, @drfeifei and a special conversation with Fei-Fei Li and @LisaSu! 💡3 Early Career Keynotes to give the spotlight to the next generation of leaders in robot learning @RobobertoMM @negar_mehr @zhaohang0124! 🚀 New initiatives we’re particularly proud of: - A Late-Breaking Results track to bring the freshest ideas and emerging directions into the conversation, including Agentic Robotics and Real2Sim2Real. - A strengthened reviewing structure with Senior Area Chairs to help us manage the growing scale of our community while maintaining scientific rigor. Behind all of this is an extraordinary team of organizers, reviewers, area chairs, volunteers, and researchers who have worked incredibly hard to make it happen. Thank you all! ❤️ 🤝CoRL has grown tremendously, but what makes it special is still the same: a community that brings together bold ideas, rigorous science, and a shared passion for advancing robot learning. I can’t wait to see everyone in Austin, hear the discussions, discover new ideas, and celebrate our community together! We’ve put our hearts into this program. I really hope you enjoy it! ❤️ See you at @corl_conf! 🤖@LinfengZhaoZLFAt #CoRL2026 this week! Let's chat about: - Problems: Long-horizon, partially observable mobile manipulation, such as cleaning a room - Approaches: Agentic robotics, Retriever, MessyMem, Seeing Is Believing - Data: What we can extract from data and structure to train robot models efficiently (Pix2Act, Action Map Policy) - Benchmarks: Agentic robot capabilities, such as planning, reasoning, perception and grounding - Verification: How to build verifiable feedback I've been thinking that agentic/compositional approaches for robotics are probably on the critical path to general-purpose robots for daily-life tasks, and that's what I've been working toward. If you're around, come say hi and chat!@GlenBersethOn my way to Austin for #CoRL2026 and everything ML and robotics! Message me to catch up. Also I am looking for postdocs, student, etc.
