Efficient humanoid contact planning using learned centroidal dynamics prediction

YC Lin, B Ponton, L Righetti… - … Conference on Robotics …, 2019 - ieeexplore.ieee.org
Humanoid robots dynamically navigate an environment by interacting with it via contact
wrenches exerted at intermittent contact poses. Therefore, it is important to consider …

Beam search: faster and monotonic

S Lemons, CL López, RC Holte, W Ruml - Proceedings of the …, 2022 - ojs.aaai.org
Beam search is a popular satisficing approach to heuristic search problems that allows one
to trade increased computation time for lower solution cost by increasing the beam width …

[PDF][PDF] Jasper: the art of exploration in greedy best first search

F Xie, M Müller, R Holte - The Eighth International Planning …, 2014 - webdocs.cs.ualberta.ca
LAMA-2011 (Richter and Westphal 2010) is the clear winner of the sequential satisficing
track in the latest International Planning Competition (IPC-2011). It finds a first solution by …

On the effective configuration of planning domain models

M Vallati, F Hutter, L Chrpa… - … Joint Conference on …, 2015 - eprints.hud.ac.uk
The development of domain-independent planners within the AI Planning community is
leading to “off the shelf” technology that can be used in a wide range of applications …

Adapting novelty to classical planning as heuristic search

M Katz, N Lipovetzky, D Moshkovich… - Proceedings of the …, 2017 - ojs.aaai.org
The introduction of the concept of state novelty has advanced the state of the art in
deterministic online planning in Atari-like problems and in planning with rewards in general …

[PDF][PDF] Efficient search with an ensemble of heuristics

M Phillips, V Narayanan, S Aine… - … -Fourth International Joint …, 2015 - cs.cmu.edu
Recently, a number of papers have shown that for many domains, using multiple heuristics
in independent searches performs better than combining them into a single heuristic …

Type-based exploration with multiple search queues for satisficing planning

F Xie, M Müller, R Holte, T Imai - … of the AAAI Conference on Artificial …, 2014 - ojs.aaai.org
Utilizing multiple queues in Greedy Best-First Search (GBFS) has been proven to be a very
effective approach to satisficing planning. Successful techniques include extra queues …

Adding local exploration to greedy best-first search in satisficing planning

F Xie, M Müller, R Holte - Proceedings of the AAAI Conference on …, 2014 - ojs.aaai.org
Abstract Greedy Best-First Search (GBFS) is a powerful algorithm at the heart of many state
of the art satisficing planners. One major weakness of GBFS is its behavior in so-called …

Understanding the search behaviour of greedy best-first search

M Heusner, T Keller, M Helmert - Proceedings of the International …, 2017 - ojs.aaai.org
A classical result in optimal search shows that A* with an admissible and consistent heuristic
expands every state whose f-value is below the optimal solution cost and no state whose f …

Tie-breaking strategies for cost-optimal best first search

M Asai, A Fukunaga - Journal of Artificial Intelligence Research, 2017 - jair.org
Best-first search algorithms such as A* need to apply tie-breaking strategies in order to
decide which node to expand when multiple search nodes have the same evaluation score …