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Fast Lightweight Autonomy (FLA) (DARPA BAA 15-16) FAQs

What is the Fast Lightweight Autonomy (FLA) opportunity?

Fast Lightweight Autonomy (FLA) was a DARPA Defense Sciences Office research solicitation aimed at pushing the state of the art in autonomous flight. The focus was on enabling small aerial platforms to navigate at very high speed through cluttered, obstacle-dense environments using minimalistic autonomy approaches.

What was DARPA trying to achieve with FLA?

The core aim was to develop autonomy that can perceive, plan, and control fast enough to avoid collisions and navigate reliably in complex spaces, while keeping hardware and computation lightweight and low-burden. The emphasis was on high-speed aerial navigation where time-to-react is short and obstacles are dense.

What kinds of environments did FLA target?

FLA targeted cluttered, complex, and often GPS-degraded environments, such as indoor spaces, urban canyons, forests, and other obstacle-rich settings where navigation is challenging and traditional approaches may struggle.

What technical areas did the solicitation emphasize?

The description highlights innovation and breakthroughs across perception, planning, control, sensing, and integrated autonomy, specifically as needed to support fast, reliable flight in clutter with minimal size/weight/power and computation burden.

Was DARPA looking for incremental improvements or major breakthroughs?

DARPA explicitly emphasized genuinely innovative work oriented toward revolutionary advances in science or operational capability, not evolutionary or incremental refinements of existing techniques.

What kinds of approaches would likely have been considered out of scope?

Based on the stated exclusion of primarily evolutionary improvements, proposals centered mainly on straightforward upgrades to established autonomy pipelines, modest sensor substitutions, or incremental algorithm tuning would likely have been considered out of scope for FLA.

Why does the program description use the phrase "minimalistic approaches"?

The phrase signals an intent to achieve high-speed autonomy without relying on heavy, sensor-rich, or computationally expensive stacks. It implies tight constraints on size, weight, power, and onboard compute, while still requiring real-time decision-making and robust performance.

Who issued the solicitation and which office was involved?

The solicitation was issued by DARPA, with the program described as a DARPA Defense Sciences Office research solicitation.

What is the solicitation number and title?

The solicitation was DARPA BAA 15-16, titled "Fast Lightweight Autonomy (FLA)." The agency funding number is also listed as DARPA BAA 15-16.

What type of funding opportunity category was this?

The opportunity category was listed as discretionary.

What program category does this opportunity fall under?

The listing places it under Science and Technology / Research and Development.

What CFDA number is associated with this opportunity?

The opportunity is associated with CFDA 12.910 (Research and Technology Development).

What award instruments could DARPA use for FLA?

DARPA indicated it could use multiple award instruments depending on the proposal and performer, including cooperative agreements, grants, other transactions, and procurement contracts.

Was cost sharing or matching required?

No cost sharing or matching requirement was stated for applicants in the provided listing information.

Who was eligible to apply?

Eligibility was listed as unrestricted, meaning it was broadly open to any type of organization allowed under applicable federal assistance and contracting rules, subject to clarifications in the full announcement text.

What kinds of organizations typically respond to opportunities like this?

The description notes that opportunities of this type typically attract a mix of universities, small businesses, non-profits, federally funded research and development centers, and larger defense contractors, often forming teams to combine expertise in robotics, computer vision, controls, embedded systems, and flight testing.

When was the opportunity posted?

The announcement was posted on December 22, 2014.

What were the closing dates for submissions?

The original closing date and the final closing date were both February 5, 2015.

When was the listing created and when was it archived?

The creation date in the listing is January 13, 2015, and the archive date is March 7, 2015.

Where was the full announcement hosted?

The public listing directed interested parties to the full announcement on FedBizOpps via the "DARPA BAA 15-16" link.

What if someone could not retrieve the announcement electronically?

DARPA provided a point of contact identified as the BAA Coordinator for DARPA BAA 15-16 to help applicants who could not retrieve the announcement electronically.

What is the main programmatic signal applicants needed to pay attention to?

The key signal is DARPA's explicit exclusion of work that primarily yields evolutionary improvements, paired with the requirement for minimalist yet high-speed autonomy in clutter. Together, these indicate a high-risk, high-reward effort aimed at breakthrough capability rather than incremental progress.

What overall capability gap was FLA trying to address?

FLA was framed as enabling small aerial systems to navigate aggressively and reliably in environments where traditional autonomy stacks may struggle because they are heavier, slower, or require richer sensing and more computation than a small, fast platform can support.