International Conference on Reinforcement Learning for Control Systems

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Important Dates

Pre-registration Deadline

22nd October, 2026

Paper Submission Deadline

27th October, 2026

Last Date Of Registration

6th November, 2026

Date Of Conference

21st - 22nd November, 2026

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Conference Flyer

Sample Abstract

Sample Full Paper

Call for Papers

The (ICRLCS-26) is dedicated to advancing research excellence by bringing together leading scholars, scientists, and professionals from across the globe. It provides a platform for the dissemination of high-quality research and innovative methodologies.

With a strong focus on Data Science, the conference promotes research that contributes to academic depth, practical insights, and interdisciplinary knowledge integration.

Authors are invited to submit papers addressing, but not limited to, the following areas:

Reinforcement learning algorithms for control systems
Applications of RL in robotics and automation
Model-free vs model-based reinforcement learning
Safety and reliability in RL control systems
Multi-agent reinforcement learning techniques
Deep reinforcement learning for complex tasks
Real-time decision making using RL
Transfer learning in reinforcement learning
Reward shaping strategies in RL applications
Adaptive control using reinforcement learning
Challenges in implementing RL in practice
Reinforcement learning for dynamic systems
Combining RL with traditional control methods
Benchmarking RL algorithms in control scenarios
Applications of RL in aerospace systems
Reinforcement learning for energy management
Human-in-the-loop reinforcement learning
Scalability issues in RL for control systems
Reinforcement learning in uncertain environments
Future directions in RL for control systems

Peer Review Process

All submissions will be evaluated through a structured peer-review process to ensure academic rigor and contribution to the field. Accepted papers will be presented and may be considered for publication in high-quality journals and indexed conference proceedings.

Registration Details

Secure your participation by completing the registration process at the earliest. Limited presentation slots are allocated on a first-come, first-served basis.

Publication Opportunities

High-quality submissions will be prioritized for publication opportunities in recognized journals and indexed proceedings.

Submit Your Paper Today Register Early & Reserve Your Slot