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Workshop
Crystal Design Amidst Noisy DFT Signals: A Reinforcement Learning Approach
Prashant Govindarajan · Mathieu Reymond · Santiago Miret · Mariano Phielipp · Sarath Chandar
Workshop
ENHANCING DATA EFFICIENCY IN REINFORCEMENT LEARNING: A NOVEL IMAGINATION MECHANISM BASED ON MESH INFORMATION PROPAGATION
Zihang Wang · Maowei Jiang · Pengyu Zeng · ruiqi li · Quangao Liu · Peter Búš
Workshop
Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack
Leo McKee-Reid · Joe Needham · Maria Martinez · Christoph Sträter · Mikita Balesni
Poster
Thu 16:30 OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
Zihao Wang · Shaofei Cai · Zhancun Mu · Haowei Lin · Ceyao Zhang · Xuejie Liu · Qing Li · Anji Liu · Xiaojian (Shawn) Ma · Yitao Liang
Workshop
Learning to Bridge the Gap: Efficient Novelty Recovery with Planning and Reinforcement Learning
Alicia Li · Nishanth Kumar · Tomás Lozano-Pérez · Leslie Kaelbling
Poster
Wed 16:30 Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
Davide Maran · Alberto Maria Metelli · Matteo Papini · Marcello Restelli
Poster
Wed 11:00 Autoregressive Policy Optimization for Constrained Allocation Tasks
David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert
Poster
Wed 16:30 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
Alexander Rutherford · Benjamin Ellis · Matteo Gallici · Jonathan Cook · Andrei Lupu · Garðar Ingvarsson Juto · Timon Willi · Ravi Hammond · Akbir Khan · Christian Schroeder de Witt · Alexandra Souly · Saptarashmi Bandyopadhyay · Mikayel Samvelyan · Minqi Jiang · Robert Lange · Shimon Whiteson · Bruno Lacerda · Nick Hawes · Tim Rocktäschel · Chris Lu · Jakob Foerster
Poster
Fri 11:00 Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
Rakshit Trivedi · Akbir Khan · Jesse Clifton · Lewis Hammond · Edgar Duenez-Guzman · Dipam Chakraborty · John Agapiou · Jayd Matyas · Sasha Vezhnevets · Barna Pásztor · Yunke Ao · Omar G. Younis · Jiawei Huang · Benjamin Swain · Haoyuan Qin · Deng · Ziwei Deng · Utku Erdoğanaras · Yue Zhao · Marko Tesic · Natasha Jaques · Jakob Foerster · Vincent Conitzer · José Hernández-Orallo · Dylan Hadfield-Menell · Joel Leibo