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RL-Inventory-Simulations

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RL-Inventory-Simulations

203 kB

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9 contributors

History: 22 commits

ademarteau

Added trained PPO model + app.py UI changes for HF Spaces

3cad082 about 2 months ago

.idea
demand_environment added, missing seasonality 10 months ago
agent
Added trained PPO model + app.py UI changes for HF Spaces about 2 months ago
client
OpenEnv implementation Done, TODO: LLM/Agent.py about 2 months ago
server
Added trained PPO model + app.py UI changes for HF Spaces about 2 months ago
.gitignore

48 Bytes
Add .gitignore and untrack __pycache__ about 2 months ago
AGENTS_COMPARISON.md

13.6 kB
Add three-agent system: Claude LLM, PPO RL, and GRPO fine-tuned Qwen about 2 months ago
Dockerfile

670 Bytes
fix: install git in Docker image for git+ pip dependencies about 2 months ago
README.md

6.72 kB
Add Gradio app for HF Spaces about 2 months ago
agent_environment.py

2.31 kB
demand_environment added, missing seasonality 10 months ago
app.py

23.8 kB
Added trained PPO model + app.py UI changes for HF Spaces about 2 months ago
config.py

1.19 kB
Add P&L reward function, daily spoilage, stochastic lead time, and reward visualization about 2 months ago
demand_calculator.py

1.8 kB
demand_environment added, missing seasonality 10 months ago
demand_environment.py

3.91 kB
demand_environment added, missing seasonality 10 months ago
inventory_manager.py

1.15 kB
demand_environment added, missing seasonality 10 months ago
llm_agent_runner.py

10.1 kB
Added trained PPO model + app.py UI changes for HF Spaces about 2 months ago
main.py

2.27 kB
demand_environment added, missing seasonality 10 months ago
montecarlo_simulator.py

2.81 kB
demand_environment added, missing seasonality 10 months ago
northflank.json

4.25 kB
[NORTHFLANK] Updated template file contents about 2 months ago
order_processor.py

1.02 kB
Add P&L reward function, daily spoilage, stochastic lead time, and reward visualization about 2 months ago
performance_tracker.py

1.3 kB
demand_environment added, missing seasonality 10 months ago
requirements.txt

2.25 kB
TODO: RL training script & environment about 2 months ago
rl_simulator.jsx

42.7 kB
simulator jsx from claude about 2 months ago