trust region policy optimization

Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games ICML 2025 Maximum Entropy Softmax Policy Gradient via Entropy Advantage Estimation IJCAI 2025 Policy Optimization for Continuous Reinforcement Learning NeurIPS 2023 Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023 Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning ICLR 2022 Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions NeurIPS 2022 Hindsight Trust Region Policy Optimization IJCAI 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021 Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs AAAI 2020 Implementation Matters in Deep RL: A Case Study on PPO and TRPO ICLR 2020 Optimistic Policy Optimization with Bandit Feedback ICML 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy NeurIPS 2019 Quasi-Newton Trust Region Policy Optimization CoRL 2019 Supervised Policy Update for Deep Reinforcement Learning ICLR 2019 Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution ICML 2017 Trust Region Policy Optimization ICML 2015