For all these therapeutic goals, specific contents were developed (collective rule making, reinforcement framework, teacher communication envelope, self-grading and grading therapists, organizational mural, monthly calendar) as well as techniques such as dramatization, diaphragmatic breathing, and problem-solving.
We model risk-sensitivity in a reinforcement learning framework by making use of models of human decision-making having their origins in behavioral psychology, behavioral economics, and neuroscience.
Employing a deep reinforcement learning framework to jointly learn state representations and action policies, our model outperforms several baselines on different domains, demonstrating the importance of learning expressive representations.
We study the mixed-autonomy traffic control problem using the deep reinforcement learning framework.
We employ a deep reinforcement learning framework to jointly learn state representations and action policies using game rewards as feedback.
As it does not require direct gradient calculations, it can be applied to a reinforcement learning framework.
We formulate the learning problem of assistive strategies as a policy search problem and exploit a data-efficient model-based reinforcement learning framework.
Formulating the MP in the reinforcement learning framework is achieved by a compact design of the environment and the learning agent.
The SMNE algorithm uses a symbiotic evolutionary algorithm and particle swarm optimisation to learn optimal neurocontroller weights from the partially identified system within a reinforcement learning framework.
Overall, we show that options enable temporally abstract knowledge and action to be included in the reinforcement learning framework in a natural and general way.
Conceptually, subjects might therefore represent SPEs in the frame of expected accuracy (as postulated in the present Bayesian learning scheme) or in the frame of expected value (as a reinforcement learning framework would predict; e.g6,43).; further work is required to distinguish between these possibilities.
