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We show that the number of samples needed to learn a... the lossreinforcement learningswitchingreducescost https://papers.nips.cc/paper_files/paper/1998/hash/e9fd7c2c6623306db59b6aef5c0d5cac-Abstract.html Reinforcement Learning Based on On-Line EM Algorithm reinforcement learningbased onlinealgorithm https://www.hrl.uni-bonn.de/publications/2022/deep-reinforcement-learning-for-next-best-view-planning-in-agricultural-applications Deep Reinforcement Learning for Next-Best-View Planning in Agricultural Applications deep reinforcement learningbest viewnext https://rims.cityu-dg.edu.cn/en/publications/dear-deep-reinforcement-learning-for-online-advertising-impressio/ DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems - City... deep reinforcement learningonline advertising https://openreview.net/forum?id=u2b31c9Noe Provably Efficient Reward Transfer in Reinforcement Learning with Discrete Markov Decision... 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Use rlTurnBasedFunctionEnv to create a custom turn-based multiagent reinforcement learning environment in which agents execute in turns. create customturn basedreinforcement learningmultiagentenvironment https://eref.uni-bayreuth.de/id/eprint/95253/ Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition - ERef Bayreuth multi agentreinforcement learningresilient https://openreview.net/forum?id=ACr7FIkC3f&referrer=%5Bthe%20profile%20of%20Hao%20Wang%5D(%2Fprofile%3Fid%3D~Hao_Wang79) Self-Interpretable Reinforcement Learning via Rule Ensembles | OpenReview Current reinforcement learning (RL) models, often functioning as complex 'black boxes,' obscure decision-making processes. 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ITM Web of Conferences, open-access proceedings in information technology, computer science and mathematics multi agentreinforcement learningstarcraftalgorithmicadvances https://www.bwl.uni-mannheim.de/en/details/opm-901-research-seminar-provably-efficient-kernelized-reinforcement-learning-for-inventory-control-with-contextual-covariates/ OPM 901 Research Seminar: Provably Efficient Kernelized Reinforcement Learning for Inventory... research seminarreinforcement learningopmprovably https://resourcium.org/resource/reinforcement-learning-engineers-part-3-policies-and-learning-algorithms Reinforcement Learning for Engineers, Part 3: Policies and Learning Algorithms | Resourcium reinforcement learningengineerspartpoliciesalgorithms https://dare.uva.nl/id/42e0a1e6-fb39-42b6-a4c8-e42aa6ee83c8 UvA DARE | Robustness challenges in Reinforcement Learning based time-critical cloud resource... reinforcement learning https://khazna.ku.ac.ae/en/publications/deep-reinforcement-learning-based-multidimensional-resource-manag/ Deep Reinforcement Learning-Based Multidimensional Resource Management for Energy Harvesting... deep reinforcement learningresource managementbasedmultidimensionalenergy https://iris.unical.it/handle/20.500.11770/380769 Reinforcement-Learning Based Covert Social Influence Operations reinforcement learningsocial influencebasedcovertoperations https://openreview.net/forum?id=aggyMifxLQ Defending Against Unknown Corrupted Agents: Reinforcement Learning of Adversarially Robust Nash... We consider a Multi-agent Reinforcement Learning (MARL) setting, in which an attacker can arbitrarily corrupt any subset of up to $k$ out of $n$ agents at... reinforcement learningdefendingunknowncorruptedagents https://www.indiaassignmenthelp.com/reinforcement-learning-strategies-assignment-help Reinforcement Learning Strategies Assignment Help In India Get professional Reinforcement Learning Strategies Assignment Help from experts. We provide high-quality Pay for Reinforcement Learning Strategies assignment... reinforcement learningassignment helpstrategiesindia https://knowledge.lancashire.ac.uk/id/eprint/30733/ Data-Driven Grinding Control Using Reinforcement Learning - Lancashire Online Knowledge data drivenreinforcement learninggrindingcontrolusing https://deus-ex-machina-ism.com/en/decision-theory-and-mathematical-decision-making/ Mathematical decision making techniques used in reinforcement learning, online prediction,... May 2, 2026 - We will discuss mathematical decision-making techniques used in reinforcement learning, online prediction, and algorithms for high-speed automated stock... decision makingtechniques usedreinforcement learningmathematicalonline https://bytez.com/docs/arxiv/1807.01473/paper Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment... Jul 4, 2018 - The 2018 paper discusses using a special type of artificial intelligence called supervised reinforcement learning with recurrent neural networks to help make... recurrent neural networkreinforcement learningsuperviseddynamictreatment https://paperium.net/article/en/17714/reinforcement-learning-for-llm-based-multi-agent-systems-through-orchestrationtraces Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces: Analysis,... Quick breakdown of the 'Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces' paper. Methods, results, strengths/weak reinforcement learningmulti agent https://pure.unileoben.ac.at/de/publications/deep-reinforcement-learning-for-automated-decision-making-in-well/ Deep reinforcement learning for automated decision-making in wellbore construction -... deep reinforcement learningautomated decision makingwellboreconstruction https://deepai.org/publication/probabilistic-constraint-for-safety-critical-reinforcement-learning Probabilistic Constraint for Safety-Critical Reinforcement Learning | DeepAI Jun 29, 2023 - 06/29/23 - In this paper, we consider the problem of learning safe policies for probabilistic-constrained reinforcement learning (RL). Specif... for safetyreinforcement learningprobabilisticconstraintcritical https://hugocisneros.com/notes/agentic_reinforcement_learning/ Agentic reinforcement learning - Hugo Cisneros Apr 19, 2026 - Notes about Agentic reinforcement learning reinforcement learningagentichugocisneros https://remi-institute.com/publication/reinforcement-learning-aided-routing-in-tactical-wireless-sensor-networks/?e-page-e27a190=5 Reinforcement Learning Aided Routing in Tactical Wireless Sensor Networks - Resilient Machine... wireless sensor networksreinforcement learningaidedrouting https://merit.url.edu/ca/publications/deep-reinforcement-learning-for-inventory-control-a-roadmap/ Deep reinforcement learning for inventory control: A roadmap - Universitat Ramon Llull deep reinforcement learninginventory control https://cronfa.swan.ac.uk/Record/cronfa61070 Reinforcement Learning vs. Gradient-Based Optimisation for Robust Energy Landscape Control of... Cronfa is the Swansea University repository. It provides access to a growing body of full text research publications produced by the University's researchers. reinforcement learning https://theaimag.net/scaling-vision-action-skills-through-reinforcement-learning/ Scaling Vision-Action Skills through Reinforcement Learning - The AI MAG Sep 14, 2025 - Transforming Robotic Manipulation: Advancements in Vision-Action Learning with SimpleVLA-RL Harnessing Reinforcement Learning for Enhanced Robotic Learning... reinforcement learningscalingvisionactionskills https://www.anyscale.com/blog/smart-supply-chain-management-with-reinforcement-learning-at-dow Smart supply chain management with reinforcement learning at Dow | Anyscale Powered by Ray, Anyscale empowers AI builders to run and scale all ML and AI workloads on any cloud and on-prem. smart supply chainreinforcement learningmanagementdowanyscale https://mylearninglink.me/fun-ways-to-build-a-growth-mindset/ Build a Growth Mindset with Positive Reinforcement - Learning Link Nov 20, 2025 - Build a growth mindset with six ways to positively reinforce effort and willingness to take a risk while learning. growth mindsetpositive reinforcementbuildlearning https://www.thejournal.club/c/paper/392214/ Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills reinforcement learningfeedbackmultiplehumansdiverse https://aiarchitects.ai/tag/reinforcement-learning/ Reinforcement Learning Archives - AI Architects reinforcement learningarchivesaiarchitects https://arxiv.org/abs/2510.19893 [2510.19893] FairGRPO: Fair Reinforcement Learning for Equitable Clinical Reasoning Abstract page for arXiv paper 2510.19893: FairGRPO: Fair Reinforcement Learning for Equitable Clinical Reasoning reinforcement learningfairequitableclinicalreasoning https://docs.vllm.ai/en/stable/training/trl/ Transformers Reinforcement Learning - vLLM reinforcement learningtransformersvllm https://jit.ndhu.edu.tw/article/view/2485/2501 Overview of Deep Reinforcement Learning Improvements and Applications | Zhang | Journal of Internet... Overview of Deep Reinforcement Learning Improvements and Applications deep reinforcement learningoverview of https://zilliz.com/ai-faq/what-is-the-reward-function-in-reinforcement-learning What is the reward function in reinforcement learning? - Zilliz Vector Database The reward function in reinforcement learning (RL) is a mathematical function that defines the feedback an agent receive what is thereinforcement learningrewardfunction https://www.ijcai.org/proceedings/2020/186 Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning | IJCAI Electronic proceedings of IJCAI 2020 deep reinforcement learningrebalancingexpandingevsharing https://bytez.com/docs/arxiv/1809.01560/paper Reinforcement Learning under Threats | Read Paper on Bytez Sep 5, 2018 - In several reinforcement learning (RL) scenarios, mainly in security settings, there may be adversaries trying to interfere with the reward generating process.... reinforcement learningread paperthreatsbytez https://openreview.net/forum?id=S27okPWTtk Programmatic Reinforcement Learning for Trustworthy Microgrid Management | OpenReview reinforcement learningprogrammatictrustworthymicrogridmanagement https://www.quantinuum.com/publications/using-reinforcement-learning-to-perform-qubit-routing-in-quantum-compilers Using Reinforcement Learning to Perform Qubit Routing in Quantum Compilers reinforcement learningusingperformqubitrouting https://diagramly.io/categories/reinforcement-learning/ Reinforcement Learning | Diagramly.IO reinforcement learningio https://openreview.net/forum?id=mPuOMcN9E7 Preference-based Reinforcement Learning beyond Pairwise Comparisons: Benefits of Multiple Options |... We study online preference-based reinforcement learning (PbRL) with the goal of improving sample efficiency. While a growing body of theoretical work has... reinforcement learningbenefits ofpreferencebasedbeyond https://remi-institute.com/publication/reinforcement-learning-aided-routing-in-tactical-wireless-sensor-networks/?e-page-e27a190=4 Reinforcement Learning Aided Routing in Tactical Wireless Sensor Networks - Resilient Machine... wireless sensor networksreinforcement learningaidedrouting https://researchportal.ip-paris.fr/fr/publications/deep-reinforcement-learning-based-feature-extraction-and-encoding/ Deep Reinforcement Learning-Based Feature Extraction and Encoding for Finger-Vein Verification -... deep reinforcement learningfeature extraction https://research.buaa.edu.cn/en/publications/safedreamer-safe-reinforcement-learning-with-world-model/ SAFEDREAMER: SAFE REINFORCEMENT LEARNING WITH WORLD MODEL - Beihang University reinforcement learningworld modelsafeuniversity https://research.buaa.edu.cn/en/publications/%E5%9F%BA%E4%BA%8E%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0%E7%9A%84%E5%A4%9A%E5%8F%91%E5%AF%BC%E5%BC%B9%E5%8D%8F%E5%90%8C%E6%94%BB%E5%87%BB%E6%99%BA%E8%83%BD%E5%88%B6%E5%AF%BC%E5%BE%8B/ Reinforcement Learning-based Intelligent Guidance Law for Cooperative Attack of Multiple Missiles -... reinforcement learning https://tore.tuhh.de/entities/publication/0f20de6e-0305-4e82-9cde-345323da5fd0 Residual reinforcement learning for robot control Conventional feedback control methods can solve various types of robot control problems very efficiently by capturing the structure with explicit models, such... reinforcement learningresidualrobotcontrol https://openreview.net/forum?id=Spf4TE6NkWq Prompts and Pre-Trained Language Models for Offline Reinforcement Learning | OpenReview Prompt engineering can be successfully used for deep offline reinforcement learning in environments that are not naturally suited for the textual... language modelsreinforcement learningpromptspretrained https://lmb.informatik.uni-freiburg.de/Publications/2024/AAB24/ CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and... deep reinforcement learningbatch normalization https://www.gautamsalhotra.com/publication/moparl.html Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments |... Jun 1, 2020 - See project website for more information. reinforcement learningmotionplanneraugmented https://unsloth.ai/docs/get-started/reinforcement-learning-rl-guide/fp8-reinforcement-learning FP8 Reinforcement Learning | Unsloth Documentation Train reinforcement learning (RL) and GRPO in FP8 precision with Unsloth. reinforcement learningunslothdocumentation https://shie.net.technion.ac.il/ Reinforcement Learning Research Labs | Prof. Shie Mannor | Technion Dec 20, 2025 - Reinforcement Learning Research Labs WELCOME! I am Shie Mannor, Professor of Electrical Engineering and Computer, Technion I am in the business of being of... reinforcement learningresearch labsproftechnion https://openreview.net/forum?id=jucDLW6G9l Deep Reinforcement Learning with Plasticity Injection | OpenReview A growing body of evidence suggests that neural networks employed in deep reinforcement learning (RL) gradually lose their plasticity, the ability to learn... deep reinforcement learningplasticityinjectionopenreview https://aisecurity-portal.org/literature-database/mab-malware-a-reinforcement-learning-framework-for-attacking-static-malware-classifiers/ MAB-Malware: A Reinforcement Learning Framework for Attacking Static Malware Classifiers |... reinforcement learningmabmalwareframeworkattacking https://huggingface.co/learn/deep-rl-course/unit0/introduction Welcome to the 🤗 Deep Reinforcement Learning Course · Hugging Face We’re on a journey to advance and democratize artificial intelligence through open source and open science. welcome to thedeep reinforcement learning https://proceedings.neurips.cc/paper/2018/hash/8073bd4ed0fe0c330290c58056a2cd5e-Abstract.html Distributed Multitask Reinforcement Learning with Quadratic Convergence reinforcement learningdistributedmultitaskquadraticconvergence https://deepai.org/publication/multi-agent-reinforcement-learning-for-microprocessor-design-space-exploration Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration | DeepAI Nov 29, 2022 - 11/29/22 - Microprocessor architects are increasingly resorting to domain-specific customization in the quest for high-performance and energy... design space explorationmulti agentreinforcement learningmicroprocessordeepai https://computerscientists.net/tag/reinforcement-learning-innovation-award/ Reinforcement Learning Innovation Award Archives - Computer Scientists reinforcement learninginnovation awardarchivescomputerscientists https://openreview.net/forum?id=ZC0PSk6Mc6 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents | OpenReview Goal misalignment, reward sparsity and difficult credit assignment are only a few of the many issues that make it difficult for deep reinforcement learning... reinforcement learningconceptbottlenecksalignagents https://research.buaa.edu.cn/en/publications/deep-reinforcement-learning-for-dependency-aware-microservice-dep/ Deep Reinforcement Learning for Dependency-aware Microservice Deployment in Edge Computing -... deep reinforcement learningmicroservice deploymentdependency https://openreview.net/forum?id=B9BHjTN4z6 RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning | OpenReview Extrinsic rewards can effectively guide reinforcement learning (RL) agents in specific tasks. However, extrinsic rewards frequently fall short in complex... accelerating researchreinforcement learningmotivatedopenreview https://underline.io/lecture/80572-dynamic-agent-allocation-with-reinforcement-learning-for-applying-behavior-trees-in-games Dynamic Agent Allocation with Reinforcement Learning for Applying Behavior Trees in Games |... On-demand video platform giving you access to lectures from conferences worldwide. reinforcement learning https://www.amrita.edu/course/btech-ai-reinforcement-learning/ Reinforcement Learning - Amrita Vishwa Vidyapeetham reinforcement learningamritavishwa https://kr.mathworks.com/help/reinforcement-learning/ug/train-reinforcement-learning-policy-using-custom-training.html Train Reinforcement Learning Policy Using Custom Training Loop - MATLAB & Simulink Train a reinforcement learning policy using your own custom training loop. reinforcement learningcustom trainingpolicyusingloop https://www.aiartkingdom.com/post/reinforcement-learning-for-creative-agents Exploring Reinforcement Learning for Creative Agents in AI Art Oct 28, 2024 - Discover how Reinforcement Learning empowers machines to become creative agents, revolutionizing art, design, and innovation. 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Reinforcement learning has been used widely for autonomous longitudinal control algorithms. However, many existing algorithms suffer from sample inefficiency... reinforcement learning https://www.ikg.uni-hannover.de/en/studies/completed-theses/completed-theses-details/projects/reinforcement-learning-based-sharing-data-selection-for-collective-perception-of-connected-autonomous-vehicles Reinforcement learning-based sharing data selection for collective perception of connected... reinforcement learningsharing databased https://www.velptec.de/weiterbildungen/deep-reinforcement-learning-specialist Deep Reinforcement Learning Specialist werden | Jetzt Weiterbildung starten Weiterbildung zum Deep Reinforcement Learning Specialist ✓ KI-Modelle trainieren ✓ Autonome Systeme entwickeln und Algorithmen gestalten ✓ Jetzt Karriere... deep reinforcement learningspecialistwerdenjetztweiterbildung https://issel.ee.auth.gr/blog/2025/05/14/new-publication-deep-reinforcement-learning-and-imitation-learning-for-autonomous-parking-simulation/ New publication: Deep Reinforcement Learning and Imitation Learning for Autonomous Parking... deep reinforcement learningnew publicationimitationautonomousparking https://jobs.accel.com/companies/anthropic/jobs/75403855-full-stack-software-engineer-reinforcement-learning Full-Stack Software Engineer, Reinforcement Learning @ Anthropic | Accel Job Board Search job openings across the Accel network. full stack software engineerreinforcement learninganthropicacceljob https://researchr.org/publication/ApostolopoulosWWXZVZM24/reviews Personalization for web-based services using offline reinforcement learning - researchr publication... for webbased servicesreinforcement learningpersonalization https://openreview.net/forum?id=AM5VTtoexY Corruption Robust Offline Reinforcement Learning with Human Feedback | OpenReview We study data corruption robustness for reinforcement learning with human feedback (RLHF) in an offline setting. 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Register for the Journal-based CME Course: Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data. reinforcement learning https://arxiv.org/abs/2604.04662 [2604.04662] Anticipatory Reinforcement Learning: From Generative Path-Laws to Distributional Value... Abstract page for arXiv paper 2604.04662: Anticipatory Reinforcement Learning: From Generative Path-Laws to Distributional Value Functions reinforcement learning