policy gradient

Influence-Based Multi-Agent Exploration ICLR 2020 Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning ACML 2020 Learning Expensive Coordination: An Event-Based Deep RL Approach ICLR 2020 Learning Guidance Rewards with Trajectory-space Smoothing NeurIPS 2020 Learning Task-Driven Control Policies via Information Bottlenecks RSS 2020 Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning ICML 2020 Learning to Score Behaviors for Guided Policy Optimization ICML 2020 Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting NeurIPS 2020 Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020 Meta-Gradient Reinforcement Learning with an Objective Discovered Online NeurIPS 2020 Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ACL 2020 Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words AAAI 2020 Momentum-Based Policy Gradient Methods ICML 2020 Neural Policy Gradient Methods: Global Optimality and Rates of Convergence ICLR 2020 Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL IJCAI 2020 On the Global Convergence Rates of Softmax Policy Gradient Methods ICML 2020 Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning AISTATS 2020 Optimizing for the Future in Non-Stationary MDPs ICML 2020 Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020 PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning NeurIPS 2020 Policy Learning of MDPs with Mixed Continuous/Discrete Variables: A Case Study on Model-Free Control of Markovian Jump Systems L4DC 2020 Policy Search by Target Distribution Learning for Continuous Control AAAI 2020 Population-Guided Parallel Policy Search for Reinforcement Learning ICLR 2020 Projection-Based Constrained Policy Optimization ICLR 2020 Provably Efficient Exploration in Policy Optimization ICML 2020