SBIR/STTR Research Award
Military Course of Action Generation and Contextualization using Deep Reinforcement Learning and Large Language Models
Award amount
$139,874Program and phase
SBIR · Phase IAward year
2025Award details
- Awarding agency
- Department of Defense
- Branch
- Navy
- Recipient company
- CENITH INNOVATIONS LLC
- Proposal award date
- 2025-07-07
- Contract end date
- 2026-01-07
- UEI
- ML3NGPZG8PS3
- Solicitation number
- 25.1
- Topic code
- N251-065
Research abstract
Cenith Innovations proposes researching the feasibility of building an interactive wargaming and scenario-generation system powered by multi-modal, agentic AI to improve the Navy's complex wargaming and decision-making processes. Key capabilities will include an AI-driven scenario generator, Red/Blue ReAct agents using Deep Reinforcement Learning (DRL), and Convolutional Neural Networks (CNNs) for realistic environments. ÝThe system will test various scenarios, unit types, and doctrines.Ý
Technology keywords
Not reported
Other awards by this recipient
Verified by the same UEI. These are other public SBIR/STTR award pages, not a merged company record.
- AI-Enabled, Automated Course of Action (COA) Generation and Threat Visualization for IPB
- Modern Approaches to Minefield Breaching
- Family of Special Operations Vehicles Open Topic
- Family of Special Operations Vehicles (FOSOV)
- Modern Approaches to Minefield Breaching
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- HERON: Artificial Intelligence-assisted Wargaming
- The Future of Wargaming: Collaborative Multi-Agent Reasoning
- ADAPTIVE Copilot: Ai-driven Decision-support And Predictive Tactical Insight for Variable Environments
- Active Scenarios Learning of Evolving Situations, Multimodal Counterfactual Reasoning, and Explanations Toward Artificial Intelligence-assisted Wargaming
Research funding history
11 SBIR/STTR records share this UEI (2022–2025). Reported award amounts total $9,141,538. Reported amounts are not federal obligations.
Phases: Phase I, Phase II, Phase II – Direct to Phase II
Agencies: Department of Defense