Towards "AlphaChem": Chemical Synthesis Planning with Tree Search and Deep Neural Network Policies.
Marwin H. S. SeglerMike PreußMark P. WallerPublished in: CoRR (2017)
Keyphrases
- tree search
- neural network
- path finding
- constraint propagation
- search algorithm
- branch and bound
- search tree
- game tree search
- mathematical programming
- state space
- heuristic search
- iterative deepening
- tree search algorithm
- planning problems
- optimal policy
- depth first search
- heuristic search algorithms
- game tree
- search space
- artificial neural networks
- genetic algorithm