Reinforcement Learning

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Q-Learning (Reinforcement learning): Bellman Equation, Markov Decision Processes, Q-Values, and…

 🎲Game Theory  Content type: Blog
medium.com
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Representation Learning Enables Scalable Multitask Deep Reinforcement Learning

 🤖Copilot  Content type: Academic
arxiv.org·

Researchers develop AI-powered railway control system for efficient urban train operation

 🧮Algorithms
techxplore.com·

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 🧮Algorithms  Content type: Academic
web.mit.edu··Hacker News

Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using Reinforcement Learning

 🧭Navigation Algorithms  Content type: Academic
arxiv.org·

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

 🧮Algorithms  Content type: Academic
arxiv.org·

Deep reinforcement learning for process design: Review and perspective

 🎲Game Theory  Content type: Academic
arxiv.org·

Performance Variation in Deep Reinforcement Learning

 🤖Copilot  Content type: Academic
arxiv.org·

Self-Paced Curriculum Reinforcement Learning for Autonomous Superbike Racing in Simulation

 🤖Copilot  Content type: Academic
arxiv.org·

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

 🌐Distributed Systems  Content type: Academic
arxiv.org·

Learning to replenish: A hybrid deep reinforcement learning for dynamic inventory management in the pharmaceutical supply chains

 🧬Optimization Algorithms  Content type: Academic
arxiv.org·

Geometrically Averaged Hard Target Updates for Linear Q-Learning

 📊Approximate Computing  Content type: Academic
arxiv.org·

Merging model-based control with multi-agent reinforcement learning for multi-agent cooperative teaming strategies

 🐜Swarm Intelligence  Content type: Academic
arxiv.org·

TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution

 🎲Game Theory  Content type: Academic
arxiv.org·

Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation

 🐜Swarm Intelligence  Content type: Academic
arxiv.org·

Constrained Deep Reinforcement Learning for Cognitive Radar Resource Management

 🎲Game Theory  Content type: Academic
arxiv.org·

Event-Driven Reinforcement Learning Enables Long-Horizon Control in Semiconductor Fabrication

 🎲Game Theory  Content type: Academic
arxiv.org·

On Advantage Estimates for Max@K Policy Gradients

 🎲Game Theory  Content type: Academic
arxiv.org·

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting

 🧬Optimization Algorithms  Content type: Academic
arxiv.org·

Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations

 🧭Quantum Navigation  Content type: Academic
arxiv.org·

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