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Application of Input Convex Neural Network

  • a project for Convex Optimization (AM221) done in collaboration with Srivatsan Srinivasan.

Paper

getting started

# to run experiments
cd src/
chmod +x run.sh
./run.sh

# to monitor
tensorboard --logdir=output/board/

experiments

MountainCarContinuous-v0

negative q simple neural network with discretized action space icnn naf ddpg

Acknowledgements

Project License
locuslab/icnn Apache 2.0
SimonRamstedt/ddpg MIT
openai/baselines MIT