🎮 Reinforcement Learning - smyrna · Scour

Markov Decision Processes: The Language of Reinforcement Learning 🔗Markov Chains

medium.com·3d

Predictive Representations for Skill Transfer in Reinforcement Learning 🤖Machine Learning

arxiv.org·2h

A Quadratic-Critic Reinforcement Learning Framework for Business Decision Systems 🔢TensorFlow

levelup.gitconnected.com

·6d

What is reinforcement learning finetuning 🔢TensorFlow

youtube.com·6d·Hacker News

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents 🔗Markov Chains

arxiv.org·1d

Enhancing sample efficiency in reinforcement-learning-based flow control: replacing the critic with an adaptive reduced-order model 🔢TensorFlow

arxiv.org·1d

Reinforcement Learning for LLM Post-Training: A Survey 🔢TensorFlow

arxiv.org·2h

Robots that learn to evaluate models of collective behavior 🔗Markov Chains

arxiv.org·2h

Drift-Based Policy Optimization: Native One-Step Policy Learning for Online Robot Control 🔢TensorFlow

arxiv.org·2d

DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning 🤖Transformers

arxiv.org·2h

Anticipatory Reinforcement Learning: From Generative Path-Laws to Distributional Value Functions 🔗Markov Chains

arxiv.org·2d

Boosted Distributional Reinforcement Learning: Analysis and Healthcare Applications 🔢TensorFlow

arxiv.org·2d

Model-Based Reinforcement Learning for Control under Time-Varying Dynamics 🔗Markov Chains

arxiv.org·6d

Value Mirror Descent for Reinforcement Learning 🔗Markov Chains

arxiv.org·1d

Optimizing Neurorobot Policy under Limited Demonstration Data through Preference Regret 🔢TensorFlow

arxiv.org·2d

Contextual Intelligence The Next Leap for Reinforcement Learning 🔢TensorFlow

arxiv.org·3d

Provable Multi-Task Reinforcement Learning: A Representation Learning Framework with Low Rank Rewards 🔢TensorFlow

arxiv.org·2d

A Multi-Agent Reinforcement Learning Framework for Public Health Decision Analysis 🔗Markov Chains

arxiv.org·2d

Behavior-Constrained Reinforcement Learning with Receding-Horizon Credit Assignment for High-Performance Control 🤖AI

arxiv.org·3d

MC-CPO: Mastery-Conditioned Constrained Policy Optimization 🔢TensorFlow

arxiv.org·2d

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