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Publications
Primal-dual Sub-gradient Approximation based Policy Gradient Search
Proximal Evolutionary Strategies: Achieving State-of-the-art Deep Reinforcement Learning through Evolutionary Policy Optimization
Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles with Tsallis Entropy Regularization
An Adaptive Clipping Approach for Proximal Policy Optimization
Constrained Expectation-Maximization Methods for Effective Reinforcement Learning
Projects
Proximal Evolutionary Strategy Project
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