288 search results - page 3 / 58 » Learning to Play Chess Using Temporal Differences |
118
Voted
CEC
2010
IEEE
15 years 1 months ago
2010
IEEE
—In this paper we apply Coevolutionary Temporal Difference Learning (CTDL), a hybrid of coevolutionary search and reinforcement learning proposed in our former study, to evolve s...
137
Voted
CIG
2006
IEEE
15 years 7 months ago
2006
IEEE
Abstract— This paper compares the use of temporal difference learning (TDL) versus co-evolutionary learning (CEL) for acquiring position evaluation functions for the game of Othe...
76
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
We introduce relational temporal difference learning as an effective approach to solving multi-agent Markov decision problems with large state spaces. Our algorithm uses temporal ...
96
Voted
CIG
2005
IEEE
15 years 6 months ago
2005
IEEE
Previous research on the use of coevolution to improve a baseline chess program demonstrated a performance rating of 2550 against Pocket Fritz 2.0 (PF2). A series of 12 games (6 wh...
CG
2006
Springer
15 years 4 months ago
2006
Springer
While recently the strength of chess-playing programs has grown immensely, their capability of explaining in human understandable terms why some moves are good or bad has enjoyed l...