conftrace_

deterministic policy

8 papers

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Co-occurring keywords

reinforcement learning (4352) policy gradient (520) off-policy learning (228) sample efficiency (472) polynomial time algorithm (55) approximation scheme (21) continuous action (21) doubly robust estimator (37) continuous domain (18) stochastic policy (25)

Papers

Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time NIPS 2024
The Importance of Non-Markovianity in Maximum State Entropy Exploration ICML 2022
Truly Deterministic Policy Optimization NIPS 2022
Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022
Defining and Characterizing Reward Gaming NIPS 2022
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies NIPS 2020
Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains IJCAI 2019
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019