Using Reinforcement Learning to Validate Empirical Game-Theoretic Analysis: A Continuous Double Auction Study

Evolutionary stable strategies and game dynamics

Peter D Taylor and Leo B Jonker. 1978 · 1978

Earlier work this paper cites.

Integrated architectures for learning, planning, and reacting based on approximating dynamic programming. In Proceedings of the seventh International Conference on Machine Learning

Richard S Sutton. 1990 · 1990

Earlier work this paper cites.

Self-improving reactive agents based on reinforcement learning, planning and teaching

Long-Ji Lin. 1992 · 1992

Earlier work this paper cites.

Q-learning

Christopher JCH Watkins and Peter Dayan. 1992 · 1992

Earlier work this paper cites.

Allocative efficiency of markets with zero-intelligence traders: Market as a partial substitute for individual rationality

Dhananjay K Gode and Shyam Sunder. 1993 · 1993

Earlier work this paper cites.

Reinforcement learning for robots using neural networks

Long-Ji Lin. 1993 · 1993

Earlier work this paper cites.

Memoryless policies: Theoretical limitations and practical results. In From Animals to Animats 3: Proceedings of the Third International Conference on Simulation of Adaptive Behavior

Michael L Littman. 1994 · 1994

Earlier work this paper cites.

Learning without state-estimation in partially observable Markovian decision processes. In ICML

Satinder P Singh, Tommi Jaakkola, and Michael I Jordan. 1994 · 1994

Earlier work this paper cites.

Minimal-intelligence agents for bargaining behaviors in market-based environments

Dave Cliff. 1997 · 1997

Earlier work this paper cites.

Price formation in double auctions

Steven Gjerstad and John Dickhaut. 1998 · 1998

Earlier work this paper cites.

Using eligibility traces to find the best memoryless policy in partially observable Markov decision processes. In ICML

John Loch and Satinder P Singh. 1998 · 1998

Cited alongside, same era.

Reinforcement Learning: An Introduction

Richard S Sutton and Andrew G Barto. 1998 · 1998

Cited alongside, same era.

Methods for empirical game-theoretic analysis. In Proceedings of the National Conference on Artificial Intelligence

Michael P Wellman. 2006 · 1999

Cited alongside, same era.

High-performance bidding agents for the continuous double auction. In Proceedings of the 3rd ACM Conference on Electronic Commerce

Gerald Tesauro and Rajarshi Das. 2001 · 2001

Cited alongside, same era.

Finite-time analysis of the multiarmed bandit problem

Peter Auer, Nicolo Cesa-Bianchi, and Paul Fischer. 2002 · 2002

Cited alongside, same era.

Stronger CDA strategies through empirical game-theoretic analysis and reinforcement learning. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 1

L Julian Schvartzman and Michael P Wellman. 2009 · 2009

Later among the works it cites.

Learning improved entertainment trading strategies for the TAC travel game

L Julian Schvartzman and Michael P Wellman. 2010 · 2010

Later among the works it cites.

Monte-Carlo planning in large POMDPs. In Advances in Neural Information Processing Systems

David Silver and Joel Veness. 2010 · 2010

Later among the works it cites.

Experience replay for real-time reinforcement learning control

Sander Adam, Lucian Buşoniu, and Robert Babuška. 2012 · 2012

Later among the works it cites.

A survey of Monte Carlo tree search methods

Cameron B Browne, Edward Powley, Daniel Whitehouse, Simon M Lucas, Peter Cowling, Philipp Rohlfshagen, Stephen Tavener, Diego Perez, Spyridon Samothrakis, Simon Colton, and others. 2012 · 2012

Later among the works it cites.