Suchergebnisse - Kumar, Navdeep

Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel von Wang, Kaixin, Gadot, Uri, Kumar, Navdeep, Levy, Kfir, Mannor, Shie

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Horizon Imagination: Efficient On-Policy Rollout in Diffusion World Models von Cohen, Lior, Nabati, Ofir, Wang, Kaixin, Kumar, Navdeep, Mannor, Shie

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On the Convergence of Single-Timescale Actor-Critic von Kumar, Navdeep, Agrawal, Priyank, Ramponi, Giorgia, Levy, Kfir Yehuda, Mannor, Shie

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Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization von Gadot, Uri, Derman, Esther, Kumar, Navdeep, Elfatihi, Maxence Mohamed, Levy, Kfir, Mannor, Shie

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On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes von Kumar, Navdeep, Murthy, Yashaswini, Shufaro, Itai, Levy, Kfir Y., Srikant, R., Mannor, Shie

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Policy Gradient with Tree Search: Avoiding Local Optimas through Lookahead von Koren, Uri, Kumar, Navdeep, Gadot, Uri, Ramponi, Giorgia, Levy, Kfir Yehuda, Mannor, Shie

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Dual Formulation for Non-Rectangular Lp Robust Markov Decision Processes von Kumar, Navdeep, Gupta, Adarsh, Elfatihi, Maxence Mohamed, Ramponi, Giorgia, Levy, Kfir Yehuda, Mannor, Shie

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Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum von Kumar, Navdeep, Dahan, Tehila, Cohen, Lior, Barua, Ananyabrata, Ramponi, Giorgia, Levy, Kfir Yehuda, Mannor, Shie

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