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The final Reward ? - total discounted return received from time t. Discount factor ? ? ... ? TD methods do not require a model of the environment, only.







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Q-learning is a popular Reinforcement Learning (RL) algorithm which is widely deployed with function approximation (Mnih et al., 2015).
Chapter 3. Reinforcement Learning - in RL for Adaptive Dialogue ...
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Approximate Planning in Large POMDPs via Reusable Trajectories
The two principal approaches used in the current literature are model-based estimation and temporal difference (TD) learning. Model-based estimation involves ...



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2023 National 5 Accounting Marking Instruction - SQA