Pinned Repositories
blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
DC3
DC3: A Learning Method for Optimization with Hard Constraints
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
fjsp-drl
GIRIL
ICML'20: Intrinsic Reward Driven Imitation Learning via Generative Model
GNNPapers
Must-read papers on graph neural networks (GNN)
hybrid-cp-rl-solver
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
learntocut
Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
PySCIPOpt
Python interface for the SCIP Optimization Suite
Wenbo11's Repositories
Wenbo11/learntocut
Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
Wenbo11/fjsp-drl
Wenbo11/learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
Wenbo11/PySCIPOpt
Python interface for the SCIP Optimization Suite
Wenbo11/blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
Wenbo11/DC3
DC3: A Learning Method for Optimization with Hard Constraints
Wenbo11/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Wenbo11/GIRIL
ICML'20: Intrinsic Reward Driven Imitation Learning via Generative Model
Wenbo11/GNNPapers
Must-read papers on graph neural networks (GNN)
Wenbo11/hybrid-cp-rl-solver
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
Wenbo11/ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
Wenbo11/jax_verify
Neural network verification in JAX
Wenbo11/milp_constrained_gan
Using MILP to encode constraints of generated game levels.
Wenbo11/PDP-Solver
PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers
Wenbo11/pglib-uc
Benchmarks for the Unit Commitment Problem
Wenbo11/pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Wenbo11/rlpyt
Reinforcement Learning in PyTorch
Wenbo11/Wenbo11.github.io
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