 | 2011 |
| 21 |  | Sam Devlin,
Marek Grzes,
Daniel Kudenko:
Multi-agent, reward shaping for RoboCup KeepAway.
AAMAS 2011: 1227-1228 |
| 20 |  | Marek Grzes,
Jesse Hoey:
Efficient planning in R-max.
AAMAS 2011: 963-970 |
| 19 |  | Jesse Hoey,
Marek Grzes:
Distributed Control of Situated Assistance in Large Domains with Many Tasks.
ICAPS 2011 |
| 18 |  | Marcin Czajkowski,
Marek Grzes,
Marek Kretowski:
Multi-Test Decision Trees for Gene Expression Data Analysis.
SIIS 2011: 154-167 |
| 17 |  | Sam Devlin,
Daniel Kudenko,
Marek Grzes:
An Empirical Study of Potential-Based Reward Shaping and Advice in Complex, Multi-Agent Systems.
Advances in Complex Systems 14(2): 251-278 (2011) |
| 2010 |
| 16 |  | Marek Grzes,
Daniel Kudenko:
PAC-MDP learning with knowledge-based admissible models.
AAMAS 2010: 349-358 |
| 15 |  | Marek Grzes,
Daniel Kudenko:
Online learning of shaping rewards in reinforcement learning.
Neural Networks 23(4): 541-550 (2010) |
| 2009 |
| 14 |  | Daniel Kudenko,
Marek Grzes:
Knowledge-Based Reinforcement Learning for Data Mining.
ADMI 2009: 21-22 |
| 13 |  | Sam Devlin,
Marek Grzes,
Daniel Kudenko:
Reinforcement Learning in RoboCup KeepAway with Partial Observability.
IAT 2009: 201-208 |
| 12 |  | Marek Grzes,
Daniel Kudenko:
Improving Optimistic Exploration in Model-Free Reinforcement Learning.
ICANNGA 2009: 360-369 |
| 11 |  | Marek Grzes,
Daniel Kudenko:
Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning.
ICMLA 2009: 337-344 |
| 10 |  | Marek Grzes,
Daniel Kudenko:
Reinforcement Learning with Reward Shaping and Mixed Resolution Function Approximation.
IJATS 1(2): 36-54 (2009) |
| 2008 |
| 9 |  | Marek Grzes,
Daniel Kudenko:
Robustness Analysis of SARSA(lambda): Different Models of Reward and Initialisation.
AIMSA 2008: 144-156 |
| 8 |  | Marek Grzes,
Daniel Kudenko:
An Empirical Analysis of the Impact of Prioritised Sweeping on the DynaQ's Performance.
ICAISC 2008: 1041-1051 |
| 7 |  | Marek Grzes,
Daniel Kudenko:
Multigrid Reinforcement Learning with Reward Shaping.
ICANN (1) 2008: 357-366 |
| 2007 |
| 6 |  | Marek Kretowski,
Marek Grzes:
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.
ICANNGA (1) 2007: 1-10 |
| 5 |  | Marek Kretowski,
Marek Grzes:
Evolutionary Induction of Mixed Decision Trees.
IJDWM 3(4): 68-82 (2007) |
| 2006 |
| 4 |  | Marek Kretowski,
Marek Grzes:
Mixed Decision Trees: An Evolutionary Approach.
DaWaK 2006: 260-269 |
| 3 |  | Marek Kretowski,
Marek Grzes:
Evolutionary Learning of Linear Trees with Embedded Feature Selection.
ICAISC 2006: 400-409 |
| 2 |  | Marek Kretowski,
Marek Grzes:
Evolutionary Induction of Cost-Sensitive Decision Trees.
ISMIS 2006: 121-126 |
| 2005 |
| 1 |  | Marek Kretowski,
Marek Grzes:
Global Induction of Oblique Decision Trees: An Evolutionary Approach.
Intelligent Information Systems 2005: 309-318 |