Wenbo Chen's repositories
learntocut
Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
hybrid-cp-rl-solver
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
jax_verify
Neural network verification in JAX
milp_constrained_gan
Using MILP to encode constraints of generated game levels.
PDP-Solver
PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers
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.github.io
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