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deterministic policy

11 papers

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Co-occurring keywords · papers mentioning both

policy gradient (5) reinforcement learning (5) stochastic policy (3) off-policy learning (2) dynamic programming (2) sample efficiency (2) polynomial time algorithm (1) approximation scheme (1) continuous action (1) doubly robust estimator (1)

Papers

How to Find the Exact Pareto Front for Multi-Objective MDPs? ICLR 2025 Augmented Bayesian Policy Search ICLR 2024 Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time NeurIPS 2024 Learning Optimal Deterministic Policies with Stochastic Policy Gradients ICML 2024 Defining and Characterizing Reward Gaming NeurIPS 2022 Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022 The Importance of Non-Markovianity in Maximum State Entropy Exploration ICML 2022 Truly Deterministic Policy Optimization NeurIPS 2022 Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies NeurIPS 2020 ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019 Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains IJCAI 2019