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553 Results
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Workshop
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VinePPO: Accurate Credit Assignment in RL for LLM Mathematical Reasoning Amirhossein Kazemnejad · Milad Aghajohari · Eva Portelance · Alessandro Sordoni · Siva Reddy · Aaron Courville · Nicolas Le Roux |
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Poster
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Wed 11:00 |
SustainDC: Benchmarking for Sustainable Data Center Control Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Cullen Bash · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu · Dejan Markovikj · Lekhapriya Dheeraj Kashyap · Desik Rengarajan · Soumyendu Sarkar |
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Poster
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Thu 11:00 |
Reinforcement Learning with LTL and ω-Regular Objectives via Optimality-Preserving Translation to Average Rewards Xuan Bach Le · Dominik Wagner · Leon Witzman · Alexander Rabinovich · Luke Ong |
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Workshop
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Crystal Design Amidst Noisy DFT Signals: A Reinforcement Learning Approach Prashant Govindarajan · Mathieu Reymond · Santiago Miret · Mariano Phielipp · Sarath Chandar |
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Poster
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Wed 11:00 |
Offline Multitask Representation Learning for Reinforcement Learning Haque Ishfaq · Thanh Nguyen-Tang · Songtao Feng · Raman Arora · Mengdi Wang · Ming Yin · Doina Precup |
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Workshop
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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 |
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Poster
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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 |
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Workshop
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Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack Leo McKee-Reid · Joe Needham · Maria Martinez · Christoph Sträter · Mikita Balesni |
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Workshop
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Learning to Bridge the Gap: Efficient Novelty Recovery with Planning and Reinforcement Learning Alicia Li · Nishanth Kumar · Tomás Lozano-Pérez · Leslie Kaelbling |
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Poster
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Wed 16:30 |
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs Davide Maran · Alberto Maria Metelli · Matteo Papini · Marcello Restelli |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |
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Poster
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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 |