Reinforcement Learning

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Essential role of self-interaction correction in single-atom catalysis: From electronic structure to activity predictions

 📐Scaling Laws
link.aps.org·

I got so mad at poke(rogue)like that I trained a RL agent to beat it for me

 ⚙️Model Training

Deep Reinforcement Learning for Adaptive Power Allocation in ISAC Systems with Mobile Target

 🔄Transformers  Content type: Academic
arxiv.org·

Reinforcement learning in linear embedding space unlocks generalizable control across soft robot configurations

 📐Scaling Laws  Content type: Academic
nature.com·

Reinforcement Learning Disrupts Gradient-Based Adversarial Optimization

 📉Deep Learning  Content type: Academic
arxiv.org·

Deterministic Policy Gradient for Learning Equilibrium in Time-Inconsistent Control Problems

 📈Quantitative Finance  Content type: Academic
arxiv.org·

KJLdefeated/RL.cu: RLVR training for LLM in CUDA/C++

 🖥️ML Systems  Content type: Code
github.com··Hacker News

Generalization Hacking: Models Can Game Reinforcement Learning by Preventing Behavioral Generalization

 🔄Transformers  Content type: Academic
arxiv.org·

UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning

 🤖AI Agents  Content type: Academic
arxiv.org·

Harnessing Routing Foresight for Micro-step-level MoE load balancing in RL Post-training

 ⚙️Model Training  Content type: Academic
arxiv.org·

Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria

 🤖AI Agents  Content type: Academic
arxiv.org·

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

 📈Quantitative Finance  Content type: Academic
arxiv.org·

APPO: Agentic Procedural Policy Optimization

 🤖AI Agents  Content type: Academic
arxiv.org·

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

 📉Deep Learning  Content type: Academic
arxiv.org·

Seeing Before Colliding: Anticipatory Safe RL with Frozen Vision-Language Models

 🔍Interpretability  Content type: Academic
arxiv.org·

A Unifying Lens on Reward Uncertainty in RLHF

 ⚙️Model Training  Content type: Academic
arxiv.org·

Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding

 🔄Transformers  Content type: Academic
arxiv.org·

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

 🧠AI Research  Content type: Academic
arxiv.org·

Critic Architecture Matters: Dual vs. Unified Critics for Humanoid Loco-Manipulation

 ⚙️Model Training  Content type: Academic
arxiv.org·

Performance Variation in Deep Reinforcement Learning

 📉Deep Learning  Content type: Academic
arxiv.org·

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