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04/29/2020
How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization
Deterministic-policy actor-critic algorithms for continuous control impr...
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12/05/2019
Training Agents using Upside-Down Reinforcement Learning
Traditional Reinforcement Learning (RL) algorithms either predict reward...
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02/07/2019
Artificial Intelligence for Prosthetics - challenge solutions
In the NeurIPS 2018 Artificial Intelligence for Prosthetics challenge, p...
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10/29/2018
Model-Based Active Exploration
Efficient exploration is an unsolved problem in Reinforcement Learning. ...
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09/10/2018
ViZDoom Competitions: Playing Doom from Pixels
This paper presents the first two editions of Visual Doom AI Competition...
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11/17/2017
Learning to Play Othello with Deep Neural Networks
Achieving superhuman playing level by AlphaGo corroborated the capabilit...
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06/05/2014