DenisDrobyshev/decisionrl - 4 Help Wanted Issues

Open Issues Need Help

Add render_rgb() to an applied environment for docs GIFs 22 days ago

good first issue

Reinforcement learning for operational decisions — pricing, inventory, energy, queues, supply chains. 31 algorithms, typed, tested.

Python

#applied-rl#artificial-intelligence#ddpg#deep-reinforcement-learning#dqn#gymnasium#machine-learning#operations-research#ppo#python#pytorch#reinforcement-learning#rl#sac#td3

Extend SupplyChain to 3 echelons (retailer -> warehouse -> factory) 22 days ago

enhancement help wanted

DenisDrobyshev/decisionrl

Reinforcement learning for operational decisions — pricing, inventory, energy, queues, supply chains. 31 algorithms, typed, tested.

Python

#applied-rl#artificial-intelligence#ddpg#deep-reinforcement-learning#dqn#gymnasium#machine-learning#operations-research#ppo#python#pytorch#reinforcement-learning#rl#sac#td3

Notebook: "Applied RL in 15 minutes" 22 days ago

good first issue

DenisDrobyshev/decisionrl

Reinforcement learning for operational decisions — pricing, inventory, energy, queues, supply chains. 31 algorithms, typed, tested.

Python

#applied-rl#artificial-intelligence#ddpg#deep-reinforcement-learning#dqn#gymnasium#machine-learning#operations-research#ppo#python#pytorch#reinforcement-learning#rl#sac#td3

Add a base_stock reference policy helper in decisionrl.baselines 22 days ago

good first issue

DenisDrobyshev/decisionrl

Reinforcement learning for operational decisions — pricing, inventory, energy, queues, supply chains. 31 algorithms, typed, tested.

Python

#applied-rl#artificial-intelligence#ddpg#deep-reinforcement-learning#dqn#gymnasium#machine-learning#operations-research#ppo#python#pytorch#reinforcement-learning#rl#sac#td3