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Poster
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Wed 16:30
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MetaCURL: Non-stationary Concave Utility Reinforcement Learning
Bianca Marin Moreno · Margaux Brégère · Pierre Gaillard · Nadia Oudjane
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Poster
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Fri 11:00
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere
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Poster
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Thu 11:00
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Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
Seok-Jin Kim · Min-hwan Oh
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Poster
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Wed 16:30
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Improved Regret of Linear Ensemble Sampling
Harin Lee · Min-hwan Oh
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Poster
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Wed 16:30
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Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
Jeremy McMahan
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Poster
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Thu 16:30
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Few-Shot Task Learning through Inverse Generative Modeling
Aviv Netanyahu · Yilun Du · Antonia Bronars · Jyothish Pari · Josh Tenenbaum · Tianmin Shu · Pulkit Agrawal
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Poster
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Thu 16:30
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Operator World Models for Reinforcement Learning
Pietro Novelli · Marco Pratticò · Massimiliano Pontil · Carlo Ciliberto
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Poster
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Fri 16:30
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Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
Andreas Schlaginhaufen · Maryam Kamgarpour
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Poster
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Fri 16:30
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ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
Siwei Wang · Yifei Shen · Shi Feng · Haoran Sun · Shang-Hua Teng · Wei Chen
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Poster
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Fri 11:00
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AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning
Minghao Chen · Yihang Li · Yanting Yang · Shiyu Yu · Binbin Lin · Xiaofei He
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Poster
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Wed 16:30
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SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
Dengwei Zhao · Shikui Tu · Lei Xu
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Poster
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Fri 16:30
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Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
Wooseong Cho · Taehyun Hwang · Joongkyu Lee · Min-hwan Oh
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