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https://openreview.net/forum?id=8D3gemcxRqe&referrer=%5Bthe%20profile%20of%20Elena%20Smirnova%5D(%2Fprofile%3Fid%3D~Elena_Smirnova2) On the Convergence of Smooth Regularized Approximate Value Iteration Schemes | OpenReview Entropy regularization, smoothing of Q-values and neural network function approximator are key components of the state-of-the-art reinforcement learning (RL)... on the value iteration convergence smooth https://openreview.net/forum?id=Wn82NbmvJy Accelerating Value Iteration with Anchoring | OpenReview Value Iteration (VI) is foundational to the theory and practice of modern reinforcement learning, and it is known to converge at a... value iteration accelerating anchoring openreview https://jmlr.org/papers/v25/22-0965.html Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning instrumental variable value iteration causal offline reinforcement https://deepai.org/publication/accelerating-value-iteration-with-anchoring Accelerating Value Iteration with Anchoring | DeepAI May 26, 2023 - 05/26/23 - Value Iteration (VI) is foundational to the theory and practice of modern reinforcement learning, and it is known to converge at a... value iteration accelerating anchoring deepai https://www.slideserve.com/lforehand/propagating-uncertainty-in-pomdp-value-iteration-with-gaussian-process-powerpoint-ppt-presentation PPT - Propagating Uncertainty In POMDP Value Iteration with Gaussian Process PowerPoint... Propagating Uncertainty In POMDP Value Iteration with Gaussian Process. Written by Eric Tuttle and Zoubin Ghahramani Presenter by Hui Li May 20, 2005. Outline:... value iteration gaussian process ppt propagating uncertainty https://easychair.org/smart-slide/slide/CrHv Value Iteration for Simple Stochastic Games: Stopping Criterion and Learning Algorithm value iteration stochastic games simple https://deepai.org/publication/asyncqvi-asynchronous-parallel-q-value-iteration-for-reinforcement-learning-with-near-optimal-sample-complexity AsyncQVI: Asynchronous-Parallel Q-Value Iteration for Reinforcement Learning with Near-Optimal... Dec 3, 2018 - 12/03/18 - In this paper, we propose AsyncQVI: Asynchronous-Parallel Q-value Iteration to solve Reinforcement Learning (RL) problems. Given a... q value https://deepai.org/publication/value-iteration-networks-with-gated-summarization-module Value Iteration Networks with Gated Summarization Module | DeepAI May 11, 2023 - 05/11/23 - In this paper, we address the challenges faced by Value Iteration Networks (VIN) in handling larger input maps and mitigating the ... value iteration networks gated summarization module https://openreview.net/forum?id=qKRr_rNCEPz BooVI: Provably Efficient Bootstrapped Value Iteration | OpenReview Despite the tremendous success of reinforcement learning (RL) with function approximation, efficient exploration remains a significant challenge, both... value iteration efficient bootstrapped openreview https://openreview.net/forum?id=3zSiuXYtqf Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability Objectives |... Partially Observable Markov Decision Processes (POMDPs) are powerful models for sequential decision making under transition and observation uncertainties. This... heuristic search value iteration sound https://openreview.net/forum?id=9-sCrvMbL9 Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration |... In constrained multi-objective RL, the goal is to learn a policy that achieves the best performance specified by a multi-objective preference function under a... reinforcement learning offline constrained multi objective https://www.theseus.fi/handle/10024/34088 Maximizing Customer Value: Better Software and Web Solutions through Iteration of Use Cases -...