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01/26/2023
Partial advantage estimator for proximal policy optimization
Estimation of value in policy gradient methods is a fundamental problem....
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01/26/2023
Joint action loss for proximal policy optimization
PPO (Proximal Policy Optimization) is a state-of-the-art policy gradient...
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02/11/2022
Visualising Multiplayer Game Spaces
We compare four different `game-spaces' in terms of their usefulness in ...
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06/15/2021
Rinascimento: searching the behaviour space of Splendor
The use of Artificial Intelligence (AI) for play-testing is still on the...
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11/12/2020
Griddly: A platform for AI research in games
In recent years, there have been immense breakthroughs in Game AI resear...
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09/18/2020
AI and Wargaming
Recent progress in Game AI has demonstrated that given enough data from ...
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06/15/2020
Does it matter how well I know what you're thinking? Opponent Modelling in an RTS game
Opponent Modelling tries to predict the future actions of opponents, and...
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06/10/2020
Rinascimento: using event-value functions for playing Splendor
In the realm of games research, Artificial General Intelligence algorith...
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03/31/2020
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks
Generative Adversarial Networks (GANs) are an emerging form of indirect ...
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03/23/2020
Neural Game Engine: Accurate learning of generalizable forward models from pixels
Access to a fast and easily copied forward model of a game is essential ...
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03/23/2020
Neural Game Engine: Accurate learning ofgeneralizable forward models from pixels
Access to a fast and easily copied forward model of a game is essential ...
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03/23/2020
Weighting NTBEA for Game AI Optimisation
The N-Tuple Bandit Evolutionary Algorithm (NTBEA) has proven very effect...
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04/06/2019
Mek: Mechanics Prototyping Tool for 2D Tile-Based Turn-Based Deterministic Games
There are few digital tools to help designers create game mechanics. A g...
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04/03/2019
Rinascimento: Optimising Statistical Forward Planning Agents for Playing Splendor
Game-based benchmarks have been playing an essential role in the develop...
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06/04/2018