Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward
arxiv.org·7h
🎯Predictive Coding
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Information Gain-based Policy Optimization: A Simple and Effective Approach forMulti-Turn LLM Agents
paperium.net·10h·
Discuss: DEV
🔄Meta-Learning
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Logic-informed reinforcement learning for cross-domain optimization of large-scale cyber-physical systems
arxiv.org·7h
🧠Neuromorphic Hardware
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Accelerated Dielectric Barrier Coating Optimization via Multi-Modal Data Fusion & Bayesian Hyperparameter Tuning
dev.to·17h·
Discuss: DEV
🎯Predictive Coding
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Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
arxiv.org·7h
🔄Meta-Learning
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Augmenting learning in neuro-embodied systems through neurobiological first principles
arxiv.org·7h
🧠Neuromorphic Computing
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Dynamic Model Selection for Trajectory Prediction via Pairwise Ranking and Meta-Features
arxiv.org·7h
🔄Meta-Learning
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Post-training methods for language models
developers.redhat.com·5h
🔄Meta-Learning
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Adaptive Human-Computer Interaction Strategies Through Reinforcement Learning in Complex
arxiv.org·1d
🔌Neural Interfaces
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Open-weight training practices and implications for CoT monitorability
lesswrong.com·1h
🔄Meta-Learning
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Gated DeltaNet (Linear Attention variant in Qwen3-Next and Kimi Linear)
sebastianraschka.com·1d·
Discuss: r/LLM
🎯Predictive Coding
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Robust Single-Agent Reinforcement Learning for Regional Traffic Signal Control Under Demand Fluctuations
arxiv.org·7h
🧠Neuromorphic Hardware
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Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
arxiv.org·7h
🎯Predictive Coding
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Reinforcement Learning for Resource Allocation in Vehicular Multi-Fog Computing
arxiv.org·7h
🧠Neuromorphic Hardware
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Token-Regulated Group Relative Policy Optimization for Stable Reinforcement Learning in Large Language Models
arxiv.org·7h
🔄Meta-Learning
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Improving the Robustness of Control of Chaotic Convective Flows with Domain-Informed Reinforcement Learning
arxiv.org·7h
🧠Neuromorphic Hardware
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Aligning LLM agents with human learning and adjustment behavior: a dual agent approach
arxiv.org·7h
🎯Predictive Coding
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Self-Harmony: Learning to Harmonize Self-Supervision and Self-Play in Test-Time Reinforcement Learning
arxiv.org·7h
🔄Meta-Learning
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Prefrontal inhibitory mechanisms associated with Putamen activity during valence learning revealed by multimodal fMRI-fMRS
nature.com·1d
🧠Neuroscience
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On the Fundamental Limitations of Decentralized Learnable Reward Shaping in Cooperative Multi-Agent Reinforcement Learning
arxiv.org·7h
🔄Meta-Learning
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