2ue-2bs-central-agent-simple-radio

• Multiple moving UEs
• Controlled by single, centralized agent that sees combined observations and takes combined actions for all UEs
• Updated radio model: Split rate among connected UEs, allow connecting from farther away, data rate of connections adds up

Details: MDP description

1ue-2bs-simple-radio

• Simplest case works: Just 1 moving UE, 2+ fixed basestation.
• Simple radio model for calculating SNR based on distance to BS. Then calculate achievable data rate from SNR. Interference supported but currently disabled. No schedules yet.
• Advanced observation space using clipping and normalization (configurable)
• Baseline RL algorithm (PPO) learns to connect the UE to always at least one BS as it moves

Details: MDP description

1ue-2bs-no-radio

• Simplest case works: Just 1 moving UE, 2+ fixed basestation.
• No radio/wireless model implemented yet. Instead, each BS just has a fixed radius of coverage.
• Baseline RL algorithm (PPO) learns to connect the UE to always at least one BS as it moves