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Poster
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Tue 15:30
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Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
Stephan Wäldchen · Sebastian Pokutta · Felix Huber
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Workshop
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Contrastive Learning Can Find An Optimal Basis For Approximately Invariant Functions
Daniel D. Johnson · Daniel D. Johnson · Ayoub El Hanchi · Ayoub El Hanchi · Chris Maddison · Chris Maddison
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Oral
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Tue 11:05
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Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
Stephan Wäldchen · Sebastian Pokutta · Felix Huber
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Spotlight
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Wed 14:25
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Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
Lin Guan · Sarath Sreedharan · Subbarao Kambhampati
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Spotlight
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Wed 13:40
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Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime
James-Michael Leahy · Bekzhan Kerimkulov · David Siska · Lukasz Szpruch
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Poster
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Wed 15:30
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Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime
James-Michael Leahy · Bekzhan Kerimkulov · David Siska · Lukasz Szpruch
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Poster
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Wed 15:30
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Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
Lin Guan · Sarath Sreedharan · Subbarao Kambhampati
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Poster
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Tue 15:30
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On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions
Lai Tian · Kaiwen Zhou · Anthony Man-Cho So
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Spotlight
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Tue 13:50
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On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions
Lai Tian · Kaiwen Zhou · Anthony Man-Cho So
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Poster
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Tue 15:30
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Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Mihailo Jovanovic
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Oral
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Tue 13:45
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Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Mihailo Jovanovic
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Spotlight
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Thu 13:35
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A Parametric Class of Approximate Gradient Updates for Policy Optimization
Ramki Gummadi · Saurabh Kumar · Junfeng Wen · Dale Schuurmans
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