Reinforcement

ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning

• Computer Science > Artificial Intelligence [Submitted on 25 Feb 2026] Title:ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning View PDFAbstract:Agentic reinf

Deep Reinforcement Learning Based Block Coordinate Descent for Downlink Weighted Sum-rate Maximization on AI-Native Wireless Networks

• Computer Science > Networking and Internet Architecture [Submitted on 24 Feb 2026] Title:Deep Reinforcement Learning Based Block Coordinate Descent for Downlink Weighted Sum-rate

Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets

• Computer Science > Artificial Intelligence [Submitted on 20 Feb 2026] Title:Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets View PDF HTML (experi

Optimal Multi-Debris Mission Planning in LEO: A Deep Reinforcement Learning Approach with Co-Elliptic Transfers and Refueling

• Computer Science > Machine Learning [Submitted on 4 Feb 2026] Title:Optimal Multi-Debris Mission Planning in LEO: A Deep Reinforcement Learning Approach with Co-Elliptic Transfer

Author Correction: Natural behaviour is learned through dopamine-mediated reinforcement

• Subjects Basal ganglia Neural circuits Reward TheOriginal Articlewas published on 12 March 2025 Correction to:Naturehttps://doi.org/10.1038/s41586-025-08729-1Published online 12

Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning

• Computer Science > Artificial Intelligence [Submitted on 18 Feb 2026] Title:Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning View PDF HTML (e

Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning

• Computer Science > Artificial Intelligence [Submitted on 18 Feb 2026] Title:Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning View PDF HTML (e

Deep Reinforcement Learning Approach to QoSAware Load Balancing in 5G Cellular Networks under User Mobility and Observation Uncertainty

• Computer Science > Networking and Internet Architecture [Submitted on 28 Oct 2025 (v1), last revised 18 Feb 2026 (this version, v2)] Title:Deep Reinforcement Learning Approach to

Customizing multiturn AI agents with reinforcement learning

• Customizing multiturn AI agents with reinforcement learning Leveraging existing environment simulators and reward functions based on verifiable ground truth boosts task success r

Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

• AI agents are reshaping software development, from writing code to carrying out complex instructions. • Yet LLM-based agents are prone to errors and often perform poorly on compl

Amazon Bedrock adds reinforcement ﬁne-tuning simplifying how developers build smarter, more accurate AI models

• AWS News Blog Amazon Bedrock adds reinforcement ﬁne-tuning simplifying how developers build smarter, more accurate AI models | Organizations face a challenging trade-off when ada

Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment

• We deployed 100 reinforcement learning (RL)-controlled cars into rush-hour highway traffic to smooth congestion and reduce fuel consumption for everyone. • Our goal is to tackle