https://en.wikipedia.org/wiki/Reinforcement_learning
Reinforcement learning - Wikipedia
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https://rlhfbook.com/
Reinforcement Learning from Human Feedback
The Reinforcement Learning from Human Feedback Book
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https://arxiv.org/abs/2508.18839
[2508.18839] DRMD: Deep Reinforcement Learning for Malware Detection under Concept Drift
Abstract page for arXiv paper 2508.18839: DRMD: Deep Reinforcement Learning for Malware Detection under Concept Drift
deep reinforcement learning
https://agi.university/untitled-1
Reinforcement learning: An introduction 1e | AGI University
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https://bytez.com/docs/neurips/71541?_c=eyJ2IjoxLCJyZWxhdGVkIjpbImNvZGUiLCJyZWZlcmVuY2VzIiwiY29uZmVyZW5jZSJdfQ%3D%3D
Loss Dynamics of Temporal Difference Reinforcement Learning | Read Paper on Bytez
Sep 21, 2023 - This research paper explores how reinforcement learning (a type of machine learning) helps computers learn from experiences to make better decisions over time....
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https://rl4cas.github.io/
Tutorial: (RL4CAS) Reinforcement Learning for Computer Architecture and Systems Research | rl4cas
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https://arxiv.org/abs/2411.11697v2
[2411.11697v2] Robust Reinforcement Learning under Diffusion Models for Data with Jumps
Abstract page for arXiv paper 2411.11697v2: Robust Reinforcement Learning under Diffusion Models for Data with Jumps
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https://docs.vllm.ai/en/v0.9.1/training/rlhf.html
Reinforcement Learning from Human Feedback - vLLM
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https://ae.studio/essays/a-reinforcement-learning-paradigm-guaranteed-to-achieve-human-level-agi
A Reinforcement Learning Paradigm Guaranteed to Achieve Human-Level AGI | AE Studio
Jan 31, 2023 - We've figured out how to create human-level intelligence...just not quickly or cheaply.
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https://scienceportal.tecnalia.com/es/publications/reinforcement-learning-experiments-running-efficiently-over-widly/
Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms -...
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https://researchers.uss.cl/en/publications/assessment-of-deep-reinforcement-learning-algorithms-for-three-ph/fingerprints/
Assessment of Deep Reinforcement Learning Algorithms for Three-Phase Inverter Control - Fingerprint...
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https://techiefreak.org/artificial-intelligence/deep-reinforcement-learning-%28dqn%29
Deep Reinforcement Learning (DQN)
Apr 14, 2025 - Deep Reinforcement Learning (DQN, PPO, A3C)
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https://openreview.net/forum?id=7PXSc5fURu
Switching the Loss Reduces the Cost in Batch Reinforcement Learning | OpenReview
We propose training fitted Q-iteration with log-loss (FQI-LOG) for batch reinforcement learning (RL). 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
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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
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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...
In this paper, we propose a new solution to reward adaptation (RA) in reinforcement learning, where the agent adapts to a target reward function based on one...
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https://research.buaa.edu.cn/en/publications/obstacle-avoidance-for-self-driving-vehicle-with-reinforcement-le/
Obstacle Avoidance for Self-Driving Vehicle with Reinforcement Learning - Beihang University
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https://in.mathworks.com/help/reinforcement-learning/ref/rl.env.rlturnbasedfunctionenv.html
rlTurnBasedFunctionEnv - Create custom turn-based multiagent reinforcement learning environment -...
Use rlTurnBasedFunctionEnv to create a custom turn-based multiagent reinforcement learning environment in which agents execute in turns.
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https://eref.uni-bayreuth.de/id/eprint/95253/
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition - ERef Bayreuth
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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. This lack of transparency limits its...
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https://ingegneriasismica.com/2026/volume-43-issue-2/reinforcement-learning-based-state-space-dimensionality-reduction-and-optimal-control-strategy-design-in-robot-navigation-systems/
Reinforcement learning-based state space dimensionality reduction and optimal control strategy...
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https://alternativepress.us/tag/reinforcement-learning/
Reinforcement Learning Archives - Alternative Press
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https://www.itm-conferences.org/articles/itmconf/ref/2025/09/itmconf_cseit2025_01013/itmconf_cseit2025_01013.html
Multi-Agent Reinforcement Learning in Starcraft: Algorithmic Advances and Collaborative...
ITM Web of Conferences, open-access proceedings in information technology, computer science and mathematics
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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...
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https://resourcium.org/resource/reinforcement-learning-engineers-part-3-policies-and-learning-algorithms
Reinforcement Learning for Engineers, Part 3: Policies and Learning Algorithms | Resourcium
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https://dare.uva.nl/id/42e0a1e6-fb39-42b6-a4c8-e42aa6ee83c8
UvA DARE | Robustness challenges in Reinforcement Learning based time-critical cloud resource...
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https://khazna.ku.ac.ae/en/publications/deep-reinforcement-learning-based-multidimensional-resource-manag/
Deep Reinforcement Learning-Based Multidimensional Resource Management for Energy Harvesting...
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https://iris.unical.it/handle/20.500.11770/380769
Reinforcement-Learning Based Covert Social Influence Operations
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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...
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https://knowledge.lancashire.ac.uk/id/eprint/30733/
Data-Driven Grinding Control Using Reinforcement Learning - Lancashire Online Knowledge
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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...
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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...
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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
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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 -...
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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...
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https://hugocisneros.com/notes/agentic_reinforcement_learning/
Agentic reinforcement learning - Hugo Cisneros
Apr 19, 2026 - Notes about Agentic reinforcement learning
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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...
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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
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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...
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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.
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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.
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https://www.thejournal.club/c/paper/392214/
Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills
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https://aiarchitects.ai/tag/reinforcement-learning/
Reinforcement Learning Archives - AI Architects
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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
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https://docs.vllm.ai/en/stable/training/trl/
Transformers Reinforcement Learning - vLLM
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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
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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
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https://www.ijcai.org/proceedings/2020/186
Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning | IJCAI
Electronic proceedings of IJCAI 2020
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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....
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https://openreview.net/forum?id=S27okPWTtk
Programmatic Reinforcement Learning for Trustworthy Microgrid Management | OpenReview
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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
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https://diagramly.io/categories/reinforcement-learning/
Reinforcement Learning | Diagramly.IO
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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...
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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...
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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 -...
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https://research.buaa.edu.cn/en/publications/safedreamer-safe-reinforcement-learning-with-world-model/
SAFEDREAMER: SAFE REINFORCEMENT LEARNING WITH WORLD MODEL - Beihang University
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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...
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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...
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https://lmb.informatik.uni-freiburg.de/Publications/2024/AAB24/
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and...
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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.
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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.
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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...
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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...
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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 |...
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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.
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https://proceedings.neurips.cc/paper/2018/hash/8073bd4ed0fe0c330290c58056a2cd5e-Abstract.html
Distributed Multitask Reinforcement Learning with Quadratic Convergence
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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...
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https://computerscientists.net/tag/reinforcement-learning-innovation-award/
Reinforcement Learning Innovation Award Archives - Computer Scientists
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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...
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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 -...
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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...
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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.
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https://www.amrita.edu/course/btech-ai-reinforcement-learning/
Reinforcement Learning - Amrita Vishwa Vidyapeetham
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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.
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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. Explore the potential and...
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https://www.multirobotsystems.org/?q=node/1154&page=8
Communication-Efficient Reinforcement Learning in Swarm Robotic Networks for Maze Exploration |...
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https://tailor-network.eu/logic-based-multi-agent-reinforcement-learning/
Logic-based multi-agent reinforcement learning - TAILOR
Oct 13, 2022 - Brian Logan Associate Professor at Utrecht University Many activities that are easy for humans, such as walking together with other humans, are hard to program...
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https://www.akashbajwa.co/p/rubrics-as-rewards-reinforcement
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Codifying Tribal Knowledge Into Vertical-Specific Reasoning
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https://pmc.ncbi.nlm.nih.gov/articles/PMC12007193/
An opponent striatal circuit for distributional reinforcement learning - PMC
Machine learning research has achieved large performance gains on a wide range of tasks by expanding the learning target from mean rewards to entire...
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https://openresearch.surrey.ac.uk/esploro/outputs/conferencePresentation/End-to-end-Reinforcement-Learning-for-Autonomous-Longitudinal/99516792202346
End-to-end Reinforcement Learning for Autonomous Longitudinal Control Using Advantage Actor Critic...
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...
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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...
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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...
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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.
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https://researchr.org/publication/ApostolopoulosWWXZVZM24/reviews
Personalization for web-based services using offline reinforcement learning - researchr publication...
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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. Given an offline dataset of pairs of...
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https://www.nobleprog.ca/reinforcement-learning-training
Reinforcement Learning Training in Canada
Online or onsite, instructor-led live Reinforcement Learning training courses demonstrate through interactive hands-on practice how to create and deploy a...
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https://webthesis.biblio.polito.it/25391/?template=default
A reinforcement learning approach to the computational generation of biofabrication protocols -...
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https://eref.uni-bayreuth.de/id/eprint/95259/
Emergence and Resilience in Multi-Agent Reinforcement Learning - ERef Bayreuth
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https://www.sciweavers.org/publications/adaptive-aggregation-reinforcement-learning-efficient-exploration-deterministic-domains
Adaptive Aggregation for Reinforcement Learning with Efficient Exploration: Deterministic Domains |...
Adaptive Aggregation for Reinforcement Learning with Efficient Exploration: Deterministic Domains - We propose a model-based learning algorithm, the Adaptive...
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https://coinsworks.com/reinforcement-learning-explained/
Reinforcement Learning Explained: 7 Powerful Concepts for Beginners - CoinsWorks
Apr 11, 2026 - Reinforcement learning explained in simple terms with examples, algorithms, and real-world use cases. Learn how RL works step by step.
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https://www.hkhlr.de/de/node/2374
Inverse Reinforcement Learning by Matching Feature Distributions | HKHLR - HPC Hessen
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https://binghamton.technologypublisher.com/tech/Methods_for_Diverse_Exploration_in_Reinforcement_Learning
Technology - Methods for Diverse Exploration in Reinforcement Learning | Binghamton University
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https://enricogiannini.com/57/introduzione-al-reinforcement-learning-e-processi-decisionali-markoviani/
Introduzione al Reinforcement Learning e Processi Decisionali Markoviani
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https://www.continuingcertification.org/activity/reinforcement-learning-for-finding-optimal-dynamic-treatment-regimes-using-observational-data/
Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data CME...
Register for the Journal-based CME Course: Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data.
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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
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