Week 7
2023/02/20 - 2023/02/26
Paper Submission
[IEEE IV] Decision: 30 March
- Adversarial Driving
- Adversarial Detection
[IEEE ITS] Submission: 13 May
- Adversarial Driving
- Adversarial Detection
[BMVC] Submission: 12 May
- Man-in-the-Middle Attack
- Distributed Black Box Attack
[Third-year Report] Submission: 24 May
[ICLR / CVPR] Submission: Sep 2024
- Adversarial Tracking
- Physical Patch
Research Plan
- Jan. Reinforcement Learning
- Feb. Reinforcement Learning
- Mar. Object Tracking
- Apr. Object Tracking
- May. WHAT & BAT (Resubmission)
HPC ( JADE 2 Cluster )
Hartree Centre Login
https://um.hartree.stfc.ac.uk/hartree/login.jsp
The Slurm Scheduler
https://docs.jade.ac.uk/en/latest/jade/scheduler/
Allocate a temporary node with 8 GPUS:
srun --gres=gpu:8 --pty bash
Allocate a small partition with 1 GPU:
srun --gres=gpu:1 -p small --pty bash
# 20 CPU Cores / 40 Threads
# 32 GB VRAM / 512 GB RAM
Submit and monitor jobs:
sbatch
sacct
squeue
scancel
Deep Q Network
- Double DQN
- Dueling DQN
- Prioritized Experience Replay
- Noisy DQN
- N-step DQN
- Distributional DQN
Reinforcement Learning
[●] Deep SARSA
[●] Deep Q Network
[●] REINFORCE
[●] A2C / A3C
[●] DDPG
[●] TRPO & PPO
[ ] SAC
[ ] TD3