Future-Informed Actor-Critic
1 version
AB
Adrien Bolland
cs.LGstat.MLcs.SYeess.SYcs.AImath.OCq-fin.TR
On Valency
published · living versionsPreprints & journals
17 papers in the corpus · 2020–2026Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance
0 citations
Bayesian Inference for Estimating Generation Costs in Electricity Markets
0 citations
Maximum-Entropy Exploration with Future State-Action Visitation Measures
0 citations
Gym-TORAX: Open-source software for integrating reinforcement learning with plasma control simulators in tokamak research
0 citations
SecuLEx: a Secure Limit Exchange Market for Dynamic Operating Envelopes
0 citations
Off-Policy Maximum Entropy RL with Future State and Action Visitation Measures
0 citations
Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference
0 citations
Reinforcement Learning for Efficient Design and Control Co-optimisation of Energy Systems
2 citations
Behind the Myth of Exploration in Policy Gradients
0 citations
Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms
4 citations
Reinforcement Learning for Joint Design and Control of Battery-PV Systems
5 citations
Informed POMDP: Leveraging Additional Information in Model-Based RL
0 citations
Policy Gradient Algorithms Implicitly Optimize by Continuation
1 citation
Recurrent networks, hidden states and beliefs in partially observable environments
1 citation
Distributional Reinforcement Learning with Unconstrained Monotonic Neural Networks
6 citations
Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent
7 citations
A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding
60 citations
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