The Reinforcement Learning Handbook: A Guide to Foundational Questions
towardsdatascience.com·1h
🧩operations research
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Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
arxiv.org·2d
📊linear programming
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Reinforcement Learning: How Machines Learn to Make Smart Choices Like You Do
🧩operations research
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Power Constrained Nonstationary Bandits with Habituation and Recovery Dynamics
arxiv.org·10h
🧩operations research
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Going Beyond Expert Performance via Deep Implicit Imitation Reinforcement Learning
arxiv.org·10h
🏃♀️running
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Learning Without Critics? Revisiting GRPO in Classical Reinforcement Learning Environments
arxiv.org·10h
🧩operations research
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The Complexity Cliff: Why Reasoning Models Work Right Up Until They Don't
🧩operations research
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Explaining Human Choice Probabilities with Simple Vector Representations
arxiv.org·10h
🧩operations research
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Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
arxiv.org·1d
📊linear programming
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Shrinking the Variance: Shrinkage Baselines for Reinforcement Learning with Verifiable Rewards
arxiv.org·10h
📊linear programming
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Dynamic Freight Route Optimization via Multi-Agent Reinforcement Learning with Adaptive Risk Aversion
🧩operations research
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Periodic Skill Discovery
arxiv.org·10h
🧩operations research
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Robust Single-Agent Reinforcement Learning for Regional Traffic Signal Control Under Demand Fluctuations
arxiv.org·2d
🧩operations research
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SAIL-RL: Guiding MLLMs in When and How to Think via Dual-Reward RL Tuning
arxiv.org·1d
📊linear programming
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Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward
arxiv.org·2d
📊linear programming
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Algorithmic Alchemy: Transmuting Dynamic Programming with Gradients by Arvind Sundararajan
🧩operations research
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Optimizing Thin-Film Deposition via Adaptive Q-Learning for E-Beam Evaporation
📊linear programming
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Adaptive Human-Computer Interaction Strategies Through Reinforcement Learning in Complex
arxiv.org·3d
🧩operations research
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