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