🎯 Reinforcement Learning - elasticbounce · Scour

3SPO: State-Score-Supervised Policy Optimization for LLM Agents

🧬Evolutionary Computation Academic

Self-evolving LLM agents with in-distribution Optimization

🧬Evolutionary Computation Academic

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration

🧠Active Inference Academic

Policy Gradient for Continuous-Time Robust Markov Decision Processes

⚙️Computational Mechanics Academic

GIFT: LLM-Guided State-Reward Interface for Financial Reinforcement Learning

🧬Evolutionary Computation Academic

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

⚙️Computational Mechanics Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🧠Active Inference Academic

Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning

⚙️Computational Mechanics Academic

Dynamic Multi-Pair Trading Strategy in Cryptocurrency Markets with Deep Reinforcement Learning

🧠Synaptic pruning Academic

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

🌀Open-Ended Learning Academic

From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments

🔄Continual Learning Academic

Deep reinforcement learning for process design: Review and perspective

🔄Continual Learning Academic

Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

🔄Continual Learning Academic

Enhancing the MADDPG Algorithm for Multi-Agent Learning via Action Inference and Importance Sampling

🧠Active Inference Academic

HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning

🤖Developmental Robotics Academic

Drag reduction or reward hacking? Recurrent multi-agent reinforcement learning that earns its reward

🧠Active Inference Academic

Path Planning Using Deep Deterministic Policy Gradient: A Reinforcement Learning Approach

⚙️Computational Mechanics Academic

Rethinking the Divergence Regularization in LLM RL

🧠Active Inference Academic

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

⚙️Computational Mechanics Academic

Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning

🤖Developmental Robotics Academic

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