Evolving reinforcement learning-like abilities for robots

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2606, Issue , 2003, Pages 320-331

  Blynel, Jesper ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BEER; CONTINUOUS TIME SYSTEMS; RECURRENT NEURAL NETWORKS; ROBOTS;

BIT SEQUENCES; CONTINUOUS TIME RECURRENT NEURAL NETWORKS; EMBODIED AGENT; INTERNAL DYNAMICS; SIMULATED ROBOT; SYNAPTIC STRENGTHS;

REINFORCEMENT LEARNING;

EID: 77954716918     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36553-2_29     Document Type: Conference Paper

References (8)

1. J. Blynel and D. Floreano. Levels of dynamics and adaptive behaviour in evolutionary neural controllers. In Hallam et al. [2], pages 272–281.
2. B. Hallam, D. Floreano, J. Hallam, G Hayes, and J-A Meyer, editors. From Animals to Animats 7: Proceedings of the Seventh International Conference on Simulation of Adaptive Behavior. MIT Press-Bradford Books, Cambridge, MA, 2002.
3. O. Miglino, H. H. Lund, and S. Nolfi. Evolving Mobile Robots in Simulated and Real Environments. Artificial Life, 2(4):417–434, 1995.
4. R. Sutton and A. Barto. Introduction to Reinforcement Learning. MIT Press, Cambridge, MA, 1998.
5. M. Thieme and T. Ziemke. The road sign problem revisited: Handling delayed response tasks with neural robot controllers. In Hallam et al. [2], pages 228–229.
6. E. Tuci, I. Harvey, and M. Quinn. Evolving integrated controllers for autonomous learning robots using dynamic neural networks. In Hallam et al. [2], pages 282–291.
7. B. Yamauchi and R. D. Beer. Integrating reactive, sequential, and learning behavior using dynamical neural networks. In D. Cliff, P. Husbands, J. Meyer, and S. W. Wilson, editors, From Animals to Animats III: Proceedings of the Third International Conference on Simulation of Adaptive Behavior, pages 382–391. MIT Press-Bradford Books, Cambridge, MA, 1994.
8. B. Yamauchi and R. D. Beer. Sequential behavior and learning in evolved dynamical neural networks. Adaptive Behavior, 2(3):219–246, 1994.