🤖 Reinforcement Learning - nmarshall · Scour

Introduction to Reinforcement Learning Agents with the Unity Game Engine 🤖AI agents

towardsdatascience.com·3d

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models 🤖AI Inference

arxiv.org·2d

Catching up with RL: TUD Lecture on RL #1 ⚡Incremental Computation

sebiwette.de·1d

The Advisor Strategy: Making Cost-Quality Tradeoff in AI Agents 🤖AI agents

medium.com

·3d

Control of Cellular Automata by Moving Agents with Reinforcement Learning 🎲Procedural Generation

arxiv.org·2h

Offline-Online Reinforcement Learning for Linear Mixture MDPs 👥Digital Twins

arxiv.org·2h

Adaptive Simulation Experiment for LLM Policy Optimization 💻Local LLMs

arxiv.org·2d

Instructing LLMs to Negotiate using Reinforcement Learning with Verifiable Rewards 💻Local LLMs

arxiv.org·1d

Value-Guidance MeanFlow for Offline Multi-Agent Reinforcement Learning 🤖Swarm Robotics

arxiv.org·5d

MAVEN-T: Multi-Agent enVironment-aware Enhanced Neural Trajectory predictor with Reinforcement Learning 📱Edge AI

arxiv.org·1d

KD-MARL: Resource-Aware Knowledge Distillation in Multi-Agent Reinforcement Learning 🏗️AI Infrastructure

arxiv.org·6d

Three Roles, One Model: Role Orchestration at Inference Time to Close the Performance Gap Between Small and Large Agents 🤖AI Inference

arxiv.org·1d

A Comparative Theoretical Analysis of Entropy Control Methods in Reinforcement Learning 📡Information Theory

arxiv.org·1d

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling 🤖AI Inference

arxiv.org·5d

Multi-Agent Decision-Focused Learning via Value-Aware Sequential Communication 🌐Distributed Systems

arxiv.org·2d

Risk-seeking conservative policy iteration with agent-state based policies for Dec-POMDPs with guaranteed convergence 🤝Consensus Algorithms

arxiv.org·2d

Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search 🤖AI Inference

arxiv.org·5d

OOM-RL: Out-of-Money Reinforcement Learning Market-Driven Alignment for LLM-Based Multi-Agent Systems 📱Edge AI

arxiv.org·1d

Multi-agent Reach-avoid MDP via Potential Games and Low-rank Policy Structure 🌐Distributed Systems

arxiv.org·5d

Thompson Sampling for Infinite-Horizon Discounted Decision Processes 🐻‍❄️Polars

arxiv.org·6d