MARL BASED ECM RESILIENCE IN MANET — SIMULATION TESTBED
MULTI-AGENT REINFORCEMENT LEARNING  |  TACTICAL MESH ROUTING TESTBED
SYSTEM ONLINE
Deploy Topology
Battlefield Tools
Routing Scenario
① STATIC ROUTING
Fixed shortest path. No adaptation. Packets hit jammers & bottlenecks blindly.
② DYNAMIC ROUTING
Avoids jammed links dynamically. Still vulnerable to congestion bottlenecks.
③ MARL ROUTING
Multi-agent RL optimizes for jamming, congestion, relay quality & safety margins.
Transmission
Source:
Destination:
Legend
Tank (idle)
Source
Destination
Jammer
Active Route
Mesh Link
Jammed
Data Packet
NODES: 0 | LINKS: 0 | JAMMERS: 0
SCENARIO 1 — STATIC ROUTING
Deploy nodes → place jammers → select src/dst → send data to see routing differences
Live Metrics
PDR %
Latency ms
Hops
Jammed Hops
Throughput
Resilience
Bottleneck Level
LowMediumSevere
No traffic
3-Scenario Comparison
MetricStaticDynamicMARL
PDR
Latency
Hops
Throughput
Resilience
Bottleneck
System Log