Wojciech Jaskowski

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

ViZDoom Competitions: Playing Doom From Pixels.

[BibT_eX]

[DOI]

Marek Wydmuch

Michal Kempka

IEEE Trans. Games, 2019

Training Agents using Upside-Down Reinforcement Learning.

[BibT_eX]

[DOI]

Rupesh Kumar Srivastava

CoRR, 2019

Artificial Intelligence for Prosthetics - challenge solutions.

[BibT_eX]

[DOI]

CoRR, 2019

Model-Based Active Exploration.

[BibT_eX]

[DOI]

Pranav Shyam

Faustino Gomez

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Learning to Play Othello With Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2018

Mastering 2048 With Delayed Temporal Coherence Learning, Multistage Weight Promotion, Redundant Encoding, and Carousel Shaping.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2018

2017

Accelerating coevolution with adaptive matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Coevolutionary CMA-ES for Knowledge-Free Learning of Game Position Evaluation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2016

Mastering $2048$ with Delayed Temporal Coherence Learning, Multi-State Weight Promotion, Redundant Encoding and Carousel Shaping.

[BibT_eX]

[DOI]

CoRR, 2016

A hybrid MIP-based large neighborhood search heuristic for solving the machine reassignment problem.

[BibT_eX]

[DOI]

Piotr Gawron

Ann. Oper. Res., 2016

The performance profile: A multi-criteria performance evaluation method for test-based problems.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2016

Heterogeneous team deep q-learning in low-dimensional multi-agent environments.

[BibT_eX]

[DOI]

Mateusz Kurek

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

ViZDoom: A Doom-based AI research platform for visual reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

Systematic <i>n</i>-Tuple Networks for Othello Position Evaluation.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 2014

Systematic N-tuple Networks for Position Evaluation: Exceeding 90% in the Othello League.

[BibT_eX]

[DOI]

CoRR, 2014

Cross-task code reuse in genetic programming applied to visual learning.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2014

Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Temporal difference learning of N-tuple networks for the game 2048.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

On Scalability, Generalization, and Hybridization of Coevolutionary Learning: A Case Study for Othello.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2013

Better GP benchmarks: community survey results and proposals.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

Shaping fitness function for evolutionary learning of game strategies.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Improving coevolution by random sampling.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Genetic programming needs better benchmarks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Formal Analysis, Hardness, and Algorithms for Extracting Internal Structure of Test-Based Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2011

Evolving small-board Go players using coevolutionary temporal difference learning with archives.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2011

How many dimensions in co-optimization.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Coordinate System Archive for coevolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Evolving Teams of Cooperating Agents for Real-Time Strategy Game.

[BibT_eX]

[DOI]

Pawel Lichocki

Proceedings of the Applications of Evolutionary Computing, 2009

Coevolutionary Temporal Difference Learning for Othello.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Formal analysis and algorithms for extracting coordinate systems of games.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

2008

Evolving strategy for a probabilistic game of imperfect information using genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2008

Multitask Visual Learning Using Genetic Programming.

[BibT_eX]

[DOI]

Evol. Comput., 2008

The Numerical Measure of Symmetry for 3D Stick Creatures.

[BibT_eX]

[DOI]

Maciej Komosinski

Artif. Life, 2008

Multi-task code reuse in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fitnessless coevolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

On selecting the best individual in noisy environments.

[BibT_eX]

[DOI]

Wojciech Kotlowski

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Winning Ant Wars: Evolving a Human-Competitive Game Strategy Using Fitnessless Selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 11th European Conference, 2008

2007

Knowledge reuse in genetic programming applied to visual learning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Genetic programming for cross-task knowledge sharing.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Learning and Recognition of Hand-Drawn Shapes Using Generative Genetic Programming.

[BibT_eX]

[DOI]