Reinforcement on Tenu Tech Brief https://cluster-site.onrender.com/tags/reinforcement/ Recent content in Reinforcement on Tenu Tech Brief Hugo -- 0.146.0 en-us Thu, 26 Feb 2026 06:03:06 +0000 ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning https://cluster-site.onrender.com/posts/arlarena-a-unified-framework-for-stable-agentic-reinforcement-learning/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/deep-reinforcement-learning-based-block-coordinate-descent-for-downlink-weighted-sum-rate-maximization-on-ai-native-wireless-networks/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/cross-embodiment-offline-reinforcement-learning-for-heterogeneous-robot-datasets/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/optimal-multi-debris-mission-planning-in-leo-a-deep-reinforcement-learning-approach-with-co-elliptic-transfers-and-refueling/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/author-correction-natural-behaviour-is-learned-through-dopamine-mediated-reinforcement/ Sun, 22 Feb 2026 00:39:29 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/causally-guided-automated-feature-engineering-with-multi-agent-reinforcement-learning/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/causally-guided-automated-feature-engineering-with-multi-agent-reinforcement-learning/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/deep-reinforcement-learning-approach-to-qosaware-load-balancing-in-5g-cellular-networks-under-user-mobility-and-observation-uncertainty/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/customizing-multiturn-ai-agents-with-reinforcement-learning/ Tue, 13 Jan 2026 21:50:01 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/agent-lightning-adding-reinforcement-learning-to-ai-agents-without-code-rewrites/ Thu, 11 Dec 2025 17:00:00 +0000 https://cluster-site.onrender.com/posts/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 https://cluster-site.onrender.com/posts/amazon-bedrock-adds-reinforcement-%EF%AC%81ne-tuning-simplifying-how-developers-build-smarter-more-accurate-ai-models/ Wed, 03 Dec 2025 16:08:14 +0000 https://cluster-site.onrender.com/posts/amazon-bedrock-adds-reinforcement-%EF%AC%81ne-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 https://cluster-site.onrender.com/posts/scaling-up-reinforcement-learning-for-traffic-smoothing-a-100-av-highway-deployment/ Tue, 25 Mar 2025 09:00:00 +0000 https://cluster-site.onrender.com/posts/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